AI Blitz XIII
Mask Detection with YOLOv5
Object detection training process on custom dataset with YOLOv5
This notebook includes the process of:
- Data preprocessing for YOLOv5 framework
- Training process
- Inferencing process
Setting up¶
In [1]:
!pip install aicrowd-cli
%load_ext aicrowd.magic
Requirement already satisfied: aicrowd-cli in /usr/local/lib/python3.7/dist-packages (0.1.14) Requirement already satisfied: requests-toolbelt<1,>=0.9.1 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (0.9.1) Requirement already satisfied: python-slugify<6,>=5.0.0 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (5.0.2) Requirement already satisfied: GitPython==3.1.18 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (3.1.18) Requirement already satisfied: requests<3,>=2.25.1 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (2.27.1) Requirement already satisfied: rich<11,>=10.0.0 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (10.16.2) Requirement already satisfied: semver<3,>=2.13.0 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (2.13.0) Requirement already satisfied: tqdm<5,>=4.56.0 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (4.62.3) Requirement already satisfied: pyzmq==22.1.0 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (22.1.0) Requirement already satisfied: click<8,>=7.1.2 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (7.1.2) Requirement already satisfied: toml<1,>=0.10.2 in /usr/local/lib/python3.7/dist-packages (from aicrowd-cli) (0.10.2) Requirement already satisfied: typing-extensions>=3.7.4.0 in /usr/local/lib/python3.7/dist-packages (from GitPython==3.1.18->aicrowd-cli) (3.10.0.2) Requirement already satisfied: gitdb<5,>=4.0.1 in /usr/local/lib/python3.7/dist-packages (from GitPython==3.1.18->aicrowd-cli) (4.0.9) Requirement already satisfied: smmap<6,>=3.0.1 in /usr/local/lib/python3.7/dist-packages (from gitdb<5,>=4.0.1->GitPython==3.1.18->aicrowd-cli) (5.0.0) Requirement already satisfied: text-unidecode>=1.3 in /usr/local/lib/python3.7/dist-packages (from python-slugify<6,>=5.0.0->aicrowd-cli) (1.3) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.25.1->aicrowd-cli) (2.10) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.25.1->aicrowd-cli) (2021.10.8) Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.25.1->aicrowd-cli) (1.24.3) Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.25.1->aicrowd-cli) (2.0.11) Requirement already satisfied: commonmark<0.10.0,>=0.9.0 in /usr/local/lib/python3.7/dist-packages (from rich<11,>=10.0.0->aicrowd-cli) (0.9.1) Requirement already satisfied: colorama<0.5.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from rich<11,>=10.0.0->aicrowd-cli) (0.4.4) Requirement already satisfied: pygments<3.0.0,>=2.6.0 in /usr/local/lib/python3.7/dist-packages (from rich<11,>=10.0.0->aicrowd-cli) (2.6.1)
In [2]:
%aicrowd login
Please login here: https://api.aicrowd.com/auth/D9dbdne6zbwwE76zWzFsYMVW_fT1mJEaww7YnJfGQh0 API Key valid Gitlab access token valid Saved details successfully!
In [3]:
# Download YOLOv5
!git clone https://github.com/ultralytics/yolov5 # clone repo
%cd yolov5
# Install dependencies
%pip install -qr requirements.txt # install dependencies
import torch
print(f"Setup complete. Using torch {torch.__version__} ({torch.cuda.get_device_properties(0).name if torch.cuda.is_available() else 'CPU'})")
Cloning into 'yolov5'...
remote: Enumerating objects: 10923, done.
remote: Total 10923 (delta 0), reused 0 (delta 0), pack-reused 10923
Receiving objects: 100% (10923/10923), 11.06 MiB | 16.83 MiB/s, done.
Resolving deltas: 100% (7540/7540), done.
/content/yolov5
|████████████████████████████████| 596 kB 5.3 MB/s
Setup complete. Using torch 1.10.0+cu111 (Tesla K80)
In [4]:
%aicrowd ds dl -c mask-prediction -o data
In [5]:
!unzip data/train.zip -d data/ > /dev/null
!unzip data/val.zip -d data/ > /dev/null
!unzip data/test.zip -d data/ > /dev/null
Explore the data¶
In [6]:
import pandas as pd
import numpy as np
import cv2
from matplotlib import pyplot as plt
from tqdm import tqdm
In [7]:
train_images = 'data/train'
val_images = 'data/val'
test_images = 'data/test'
train_df = pd.read_csv("data/train.csv")
val_df = pd.read_csv("data/val.csv")
'''
for i in range(len(train_df)):
train_df.ImageID[i] = train_df.ImageID[i] + '.jpg'
for i in range(len(val_df)):
val_df.ImageID[i] = val_df.ImageID[i] + '.jpg'
'''
train_df.head()
Out[7]:
| ImageID | bbox | masktype | |
|---|---|---|---|
| 0 | k8o0f | [73, 197, 293, 400] | N95 |
| 1 | 7a0l9 | [47, 364, 300, 512] | surgical |
| 2 | wfp7p | [203, 221, 380, 403] | N95 |
| 3 | 7qaw6 | [87, 210, 322, 385] | surgical |
| 4 | i4kqj | [227, 283, 479, 475] | surgical |
In [8]:
train_df.masktype.unique()
Out[8]:
array(['N95', 'surgical', 'cloth', 'KN95'], dtype=object)
In [9]:
label_dict = {'N95': 0, 'surgical': 1, 'cloth': 2, 'KN95': 3}
In [10]:
def display(im_path):
dpi = 80
im_data = plt.imread(im_path)
height, width = im_data.shape[:2]
# What size does the figure need to be in inches to fit the image?
figsize = width / float(dpi), height / float(dpi)
# Create a figure of the right size with one axes that takes up the full figure
fig = plt.figure(figsize=figsize)
ax = fig.add_axes([0, 0, 1, 1])
# Hide spines, ticks, etc.
ax.axis('off')
# Display the image.
ax.imshow(im_data, cmap='gray')
plt.show()
In [11]:
img_path = 'data/train/' + train_df.ImageID[0] + '.jpg'
print(img_path)
display(img_path)
data/train/k8o0f.jpg
In [12]:
img_path = 'data/train/' + train_df.ImageID[1] + '.jpg'
img = cv2.imread(img_path)
print(img.shape)
(512, 512, 3)
Process dataset to YOLOv5 format¶
The directory tree for training a Yolo V5 model
In [13]:
!mkdir train
!mkdir train/images
!mkdir train/labels
!mkdir valid
!mkdir valid/images
!mkdir valid/labels
In [14]:
# Convert the bounding boxes in YOLO format.
def get_yolo_format_bbox(img_w, img_h, bbox): # bboxes are the lists of xmin, ymin, xmas ^^, ymax
w = bbox[2] - bbox[0] # xmax - xmin
h = bbox[3] - bbox[1] # ymax - ymin
xc = bbox[0] + int(np.round(w/2)) # xmin + width/2
yc = bbox[1] + int(np.round(h/2)) # ymin + height/2
yolo_box = [xc/img_w, yc/img_h, w/img_w, h/img_h] # x_center y_center width height
return yolo_box
In [15]:
import ast
img_size = 512
# Create label files for training dataset
for i in tqdm(range(len(train_df))):
# Get image id
img_id = train_df.ImageID[i]
# Get image's label
label = label_dict[train_df.masktype[i]]
# Get bboxes
bboxes = ast.literal_eval(train_df.bbox[i])
# Format for YOLOv5
yolo_bbox = get_yolo_format_bbox(img_size, img_size, bboxes)
file_name = 'train/labels/' + img_id + '.txt'
with open(file_name, 'w') as f:
labels = str(label)
for bbox in yolo_bbox:
labels = labels + ' ' + str(bbox)
f.write(labels)
f.close()
# Create label files for validation dataset
for i in tqdm(range(len(val_df))):
# Get image id
img_id = val_df.ImageID[i]
# Get image's label
label = label_dict[val_df.masktype[i]]
# Get bboxes
bboxes = ast.literal_eval(val_df.bbox[i])
# Format for YOLOv5
yolo_bbox = get_yolo_format_bbox(img_size, img_size, bboxes)
file_name = 'valid/labels/' + img_id + '.txt'
with open(file_name, 'w') as f:
labels = str(label)
for bbox in yolo_bbox:
labels = labels + ' ' + str(bbox)
f.write(labels)
f.close()
100%|██████████| 5600/5600 [00:03<00:00, 1557.05it/s] 100%|██████████| 2400/2400 [00:01<00:00, 1862.13it/s]
In [16]:
from shutil import copyfile
# Move the images to relevant split folder
for i in tqdm(range(len(train_df))):
copyfile(f'data/train/{train_df.ImageID[i]}.jpg', f'train/images/{train_df.ImageID[i]}.jpg')
for i in tqdm(range(len(val_df))):
copyfile(f'data/val/{val_df.ImageID[i]}.jpg', f'valid/images/{val_df.ImageID[i]}.jpg')
100%|██████████| 5600/5600 [00:04<00:00, 1248.91it/s] 100%|██████████| 2400/2400 [00:01<00:00, 1374.47it/s]
Diving into YOLOv5¶
Create .yaml file¶
In [17]:
import yaml
data_yaml = dict(
train = 'train/images',
val = 'valid/images',
nc = 4,
names = ['N95', 'surgical', 'cloth', 'KN95']
)
In [18]:
with open('data.yaml', 'w') as outfile:
yaml.dump(data_yaml, outfile, default_flow_style = True)
%cat data.yaml
{names: [N95, surgical, cloth, KN95], nc: 4, train: train/images, val: valid/images}
Training¶
In [19]:
import torch
torch.cuda.empty_cache()
In [20]:
!python train.py --img 512 --cfg ./models/yolov5s.yaml --batch 16 --epochs 18 --data data.yaml --weights yolov5s.pt --workers 24 --name yolo_mask_det
Downloading https://ultralytics.com/assets/Arial.ttf to /root/.config/Ultralytics/Arial.ttf... train: weights=yolov5s.pt, cfg=./models/yolov5s.yaml, data=data.yaml, hyp=data/hyps/hyp.scratch.yaml, epochs=18, batch_size=16, imgsz=512, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, evolve=None, bucket=, cache=None, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=24, project=runs/train, name=yolo_mask_det, exist_ok=False, quad=False, linear_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest github: up to date with https://github.com/ultralytics/yolov5 ✅ YOLOv5 🚀 v6.0-273-g4de8b24 torch 1.10.0+cu111 CUDA:0 (Tesla K80, 11441MiB) hyperparameters: lr0=0.01, lrf=0.1, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0 Weights & Biases: run 'pip install wandb' to automatically track and visualize YOLOv5 🚀 runs (RECOMMENDED) TensorBoard: Start with 'tensorboard --logdir runs/train', view at http://localhost:6006/ Downloading https://github.com/ultralytics/yolov5/releases/download/v6.0/yolov5s.pt to yolov5s.pt... 100% 14.0M/14.0M [00:00<00:00, 108MB/s] Overriding model.yaml nc=80 with nc=4 from n params module arguments 0 -1 1 3520 models.common.Conv [3, 32, 6, 2, 2] 1 -1 1 18560 models.common.Conv [32, 64, 3, 2] 2 -1 1 18816 models.common.C3 [64, 64, 1] 3 -1 1 73984 models.common.Conv [64, 128, 3, 2] 4 -1 2 115712 models.common.C3 [128, 128, 2] 5 -1 1 295424 models.common.Conv [128, 256, 3, 2] 6 -1 3 625152 models.common.C3 [256, 256, 3] 7 -1 1 1180672 models.common.Conv [256, 512, 3, 2] 8 -1 1 1182720 models.common.C3 [512, 512, 1] 9 -1 1 656896 models.common.SPPF [512, 512, 5] 10 -1 1 131584 models.common.Conv [512, 256, 1, 1] 11 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 12 [-1, 6] 1 0 models.common.Concat [1] 13 -1 1 361984 models.common.C3 [512, 256, 1, False] 14 -1 1 33024 models.common.Conv [256, 128, 1, 1] 15 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 16 [-1, 4] 1 0 models.common.Concat [1] 17 -1 1 90880 models.common.C3 [256, 128, 1, False] 18 -1 1 147712 models.common.Conv [128, 128, 3, 2] 19 [-1, 14] 1 0 models.common.Concat [1] 20 -1 1 296448 models.common.C3 [256, 256, 1, False] 21 -1 1 590336 models.common.Conv [256, 256, 3, 2] 22 [-1, 10] 1 0 models.common.Concat [1] 23 -1 1 1182720 models.common.C3 [512, 512, 1, False] 24 [17, 20, 23] 1 24273 models.yolo.Detect [4, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [128, 256, 512]] Model Summary: 270 layers, 7030417 parameters, 7030417 gradients, 15.9 GFLOPs Transferred 342/349 items from yolov5s.pt Scaled weight_decay = 0.0005 optimizer: SGD with parameter groups 57 weight (no decay), 60 weight, 60 bias albumentations: version 1.0.3 required by YOLOv5, but version 0.1.12 is currently installed train: Scanning '/content/yolov5/train/labels' images and labels...5600 found, 0 missing, 0 empty, 0 corrupt: 100% 5600/5600 [00:03<00:00, 1456.37it/s] train: New cache created: /content/yolov5/train/labels.cache val: Scanning '/content/yolov5/valid/labels' images and labels...2400 found, 0 missing, 0 empty, 0 corrupt: 100% 2400/2400 [00:02<00:00, 897.86it/s] val: New cache created: /content/yolov5/valid/labels.cache Plotting labels to runs/train/yolo_mask_det/labels.jpg... AutoAnchor: 3.50 anchors/target, 1.000 Best Possible Recall (BPR). Current anchors are a good fit to dataset ✅ Image sizes 512 train, 512 val Using 2 dataloader workers Logging results to runs/train/yolo_mask_det Starting training for 18 epochs... Epoch gpu_mem box obj cls labels img_size 0/17 2.09G 0.05576 0.01689 0.02746 31 512: 100% 350/350 [04:31<00:00, 1.29it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:40<00:00, 1.85it/s] all 2400 2400 0.789 0.81 0.923 0.683 Epoch gpu_mem box obj cls labels img_size 1/17 2.39G 0.04015 0.009676 0.01387 28 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.88it/s] all 2400 2400 0.395 0.57 0.458 0.308 Epoch gpu_mem box obj cls labels img_size 2/17 2.39G 0.03759 0.008963 0.01474 30 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:40<00:00, 1.87it/s] all 2400 2400 0.83 0.837 0.938 0.724 Epoch gpu_mem box obj cls labels img_size 3/17 2.39G 0.03178 0.009038 0.0145 34 512: 100% 350/350 [04:23<00:00, 1.33it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:40<00:00, 1.87it/s] all 2400 2400 0.975 0.961 0.991 0.838 Epoch gpu_mem box obj cls labels img_size 4/17 2.39G 0.02758 0.0082 0.01274 30 512: 100% 350/350 [04:24<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.88it/s] all 2400 2400 0.997 0.993 0.995 0.903 Epoch gpu_mem box obj cls labels img_size 5/17 2.39G 0.02486 0.007279 0.01105 30 512: 100% 350/350 [04:27<00:00, 1.31it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:40<00:00, 1.85it/s] all 2400 2400 0.999 0.991 0.995 0.931 Epoch gpu_mem box obj cls labels img_size 6/17 2.39G 0.02356 0.00691 0.008407 24 512: 100% 350/350 [04:29<00:00, 1.30it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:40<00:00, 1.84it/s] all 2400 2400 1 0.992 0.995 0.93 Epoch gpu_mem box obj cls labels img_size 7/17 2.39G 0.02057 0.006539 0.006964 31 512: 100% 350/350 [04:26<00:00, 1.31it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.88it/s] all 2400 2400 0.998 0.992 0.995 0.952 Epoch gpu_mem box obj cls labels img_size 8/17 2.39G 0.01909 0.006086 0.006524 30 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.88it/s] all 2400 2400 1 0.995 0.995 0.967 Epoch gpu_mem box obj cls labels img_size 9/17 2.39G 0.01821 0.006121 0.00771 31 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 0.998 0.992 0.995 0.966 Epoch gpu_mem box obj cls labels img_size 10/17 2.39G 0.01728 0.005895 0.007172 33 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 0.998 0.995 0.995 0.975 Epoch gpu_mem box obj cls labels img_size 11/17 2.39G 0.01642 0.005477 0.005742 36 512: 100% 350/350 [04:24<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 0.999 0.994 0.995 0.978 Epoch gpu_mem box obj cls labels img_size 12/17 2.39G 0.01474 0.005138 0.004485 31 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 1 0.996 0.995 0.986 Epoch gpu_mem box obj cls labels img_size 13/17 2.39G 0.01343 0.004852 0.004399 36 512: 100% 350/350 [04:25<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 1 0.996 0.995 0.988 Epoch gpu_mem box obj cls labels img_size 14/17 2.39G 0.01287 0.004635 0.004086 33 512: 100% 350/350 [04:24<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.90it/s] all 2400 2400 0.998 0.997 0.995 0.991 Epoch gpu_mem box obj cls labels img_size 15/17 2.39G 0.01219 0.004548 0.003194 29 512: 100% 350/350 [04:24<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 1 0.998 0.995 0.992 Epoch gpu_mem box obj cls labels img_size 16/17 2.39G 0.01091 0.004331 0.002781 29 512: 100% 350/350 [04:24<00:00, 1.32it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.88it/s] all 2400 2400 1 0.998 0.995 0.993 Epoch gpu_mem box obj cls labels img_size 17/17 2.39G 0.01061 0.004218 0.002424 30 512: 100% 350/350 [04:23<00:00, 1.33it/s] Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:39<00:00, 1.89it/s] all 2400 2400 1 0.997 0.995 0.993 18 epochs completed in 1.532 hours. Optimizer stripped from runs/train/yolo_mask_det/weights/last.pt, 14.4MB Optimizer stripped from runs/train/yolo_mask_det/weights/best.pt, 14.4MB Validating runs/train/yolo_mask_det/weights/best.pt... Fusing layers... Model Summary: 213 layers, 7020913 parameters, 0 gradients, 15.8 GFLOPs Class Images Labels P R mAP@.5 mAP@.5:.95: 100% 75/75 [00:45<00:00, 1.64it/s] all 2400 2400 1 0.997 0.995 0.993 N95 2400 594 1 0.995 0.995 0.992 surgical 2400 573 1 0.998 0.995 0.993 cloth 2400 640 1 0.999 0.995 0.995 KN95 2400 593 0.999 0.997 0.995 0.992 Results saved to runs/train/yolo_mask_det
Predict and submit¶
In [58]:
print(len(os.listdir('data/test')))
2000
In [50]:
!python detect.py --weights runs/train/yolo_mask_det/weights/best.pt --img 512 --conf 0.01 --source data/test --augment --save-conf --save-txt
detect: weights=['runs/train/yolo_mask_det/weights/best.pt'], source=data/test, data=data/coco128.yaml, imgsz=[512, 512], conf_thres=0.01, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=True, save_conf=True, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=True, visualize=False, update=False, project=runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False YOLOv5 🚀 v6.0-273-g4de8b24 torch 1.10.0+cu111 CUDA:0 (Tesla K80, 11441MiB) Fusing layers... Model Summary: 213 layers, 7020913 parameters, 0 gradients, 15.8 GFLOPs image 1/2000 /content/yolov5/data/test/000x4.jpg: 512x512 2 N95s, Done. (0.136s) image 2/2000 /content/yolov5/data/test/004b0.jpg: 512x512 1 cloth, Done. (0.119s) image 3/2000 /content/yolov5/data/test/011ii.jpg: 512x512 1 KN95, Done. (0.112s) image 4/2000 /content/yolov5/data/test/01f2w.jpg: 512x512 1 surgical, Done. (0.105s) image 5/2000 /content/yolov5/data/test/02gyu.jpg: 512x512 1 N95, Done. (0.107s) image 6/2000 /content/yolov5/data/test/03574.jpg: 512x512 1 N95, Done. (0.101s) image 7/2000 /content/yolov5/data/test/037bo.jpg: 512x512 1 N95, Done. (0.099s) image 8/2000 /content/yolov5/data/test/049jc.jpg: 512x512 1 KN95, Done. (0.097s) image 9/2000 /content/yolov5/data/test/04qsi.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 10/2000 /content/yolov5/data/test/052ug.jpg: 512x512 1 KN95, Done. (0.098s) image 11/2000 /content/yolov5/data/test/0530c.jpg: 512x512 2 N95s, Done. (0.103s) image 12/2000 /content/yolov5/data/test/067bf.jpg: 512x512 1 cloth, Done. (0.097s) image 13/2000 /content/yolov5/data/test/06bqw.jpg: 512x512 1 KN95, Done. (0.098s) image 14/2000 /content/yolov5/data/test/06ffd.jpg: 512x512 1 surgical, Done. (0.100s) image 15/2000 /content/yolov5/data/test/07jnw.jpg: 512x512 1 surgical, Done. (0.097s) image 16/2000 /content/yolov5/data/test/07kld.jpg: 512x512 1 KN95, Done. (0.100s) image 17/2000 /content/yolov5/data/test/09hfv.jpg: 512x512 1 cloth, Done. (0.098s) image 18/2000 /content/yolov5/data/test/09rd5.jpg: 512x512 1 KN95, Done. (0.100s) image 19/2000 /content/yolov5/data/test/0agdp.jpg: 512x512 1 surgical, Done. (0.100s) image 20/2000 /content/yolov5/data/test/0bemw.jpg: 512x512 1 surgical, Done. (0.100s) image 21/2000 /content/yolov5/data/test/0bx2l.jpg: 512x512 1 surgical, Done. (0.099s) image 22/2000 /content/yolov5/data/test/0ck4j.jpg: 512x512 1 surgical, Done. (0.099s) image 23/2000 /content/yolov5/data/test/0de94.jpg: 512x512 1 cloth, Done. (0.102s) image 24/2000 /content/yolov5/data/test/0gwux.jpg: 512x512 1 cloth, Done. (0.098s) image 25/2000 /content/yolov5/data/test/0hll9.jpg: 512x512 1 surgical, Done. (0.099s) image 26/2000 /content/yolov5/data/test/0hy17.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.099s) image 27/2000 /content/yolov5/data/test/0j7bq.jpg: 512x512 1 N95, Done. (0.100s) image 28/2000 /content/yolov5/data/test/0jff6.jpg: 512x512 1 N95, Done. (0.101s) image 29/2000 /content/yolov5/data/test/0jozz.jpg: 512x512 1 surgical, Done. (0.100s) image 30/2000 /content/yolov5/data/test/0k5ff.jpg: 512x512 1 N95, Done. (0.098s) image 31/2000 /content/yolov5/data/test/0kwso.jpg: 512x512 1 cloth, Done. (0.098s) image 32/2000 /content/yolov5/data/test/0l5oa.jpg: 512x512 1 N95, Done. (0.103s) image 33/2000 /content/yolov5/data/test/0lfgm.jpg: 512x512 1 KN95, Done. (0.099s) image 34/2000 /content/yolov5/data/test/0lqat.jpg: 512x512 2 N95s, Done. (0.100s) image 35/2000 /content/yolov5/data/test/0m46y.jpg: 512x512 1 N95, Done. (0.100s) image 36/2000 /content/yolov5/data/test/0n4ni.jpg: 512x512 1 N95, Done. (0.100s) image 37/2000 /content/yolov5/data/test/0o1z6.jpg: 512x512 1 KN95, Done. (0.099s) image 38/2000 /content/yolov5/data/test/0ojm4.jpg: 512x512 1 KN95, Done. (0.099s) image 39/2000 /content/yolov5/data/test/0pill.jpg: 512x512 1 surgical, Done. (0.098s) image 40/2000 /content/yolov5/data/test/0u1d4.jpg: 512x512 1 cloth, Done. (0.100s) image 41/2000 /content/yolov5/data/test/0u3jj.jpg: 512x512 1 cloth, Done. (0.104s) image 42/2000 /content/yolov5/data/test/0u54i.jpg: 512x512 1 cloth, Done. (0.101s) image 43/2000 /content/yolov5/data/test/0ujmf.jpg: 512x512 1 surgical, Done. (0.099s) image 44/2000 /content/yolov5/data/test/0w0vc.jpg: 512x512 2 N95s, Done. (0.098s) image 45/2000 /content/yolov5/data/test/0w8uf.jpg: 512x512 1 KN95, Done. (0.098s) image 46/2000 /content/yolov5/data/test/0wheg.jpg: 512x512 1 cloth, Done. (0.099s) image 47/2000 /content/yolov5/data/test/0wluz.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 48/2000 /content/yolov5/data/test/0wug3.jpg: 512x512 1 N95, 1 surgical, Done. (0.100s) image 49/2000 /content/yolov5/data/test/0x7te.jpg: 512x512 2 KN95s, Done. (0.100s) image 50/2000 /content/yolov5/data/test/0xq9r.jpg: 512x512 1 N95, Done. (0.099s) image 51/2000 /content/yolov5/data/test/0xtci.jpg: 512x512 1 cloth, Done. (0.102s) image 52/2000 /content/yolov5/data/test/0z3nf.jpg: 512x512 1 N95, Done. (0.097s) image 53/2000 /content/yolov5/data/test/107o7.jpg: 512x512 1 cloth, Done. (0.098s) image 54/2000 /content/yolov5/data/test/11mo2.jpg: 512x512 1 cloth, Done. (0.098s) image 55/2000 /content/yolov5/data/test/12o1b.jpg: 512x512 1 N95, Done. (0.100s) image 56/2000 /content/yolov5/data/test/14b8f.jpg: 512x512 1 surgical, Done. (0.100s) image 57/2000 /content/yolov5/data/test/14vhb.jpg: 512x512 1 surgical, Done. (0.101s) image 58/2000 /content/yolov5/data/test/14z40.jpg: 512x512 1 surgical, Done. (0.100s) image 59/2000 /content/yolov5/data/test/162d7.jpg: 512x512 1 N95, Done. (0.105s) image 60/2000 /content/yolov5/data/test/16nsy.jpg: 512x512 1 cloth, Done. (0.098s) image 61/2000 /content/yolov5/data/test/17g9x.jpg: 512x512 1 KN95, Done. (0.098s) image 62/2000 /content/yolov5/data/test/17mc4.jpg: 512x512 1 KN95, Done. (0.100s) image 63/2000 /content/yolov5/data/test/17n7w.jpg: 512x512 1 KN95, Done. (0.100s) image 64/2000 /content/yolov5/data/test/18aaq.jpg: 512x512 1 N95, Done. (0.101s) image 65/2000 /content/yolov5/data/test/18omy.jpg: 512x512 1 cloth, Done. (0.099s) image 66/2000 /content/yolov5/data/test/19rbs.jpg: 512x512 2 KN95s, Done. (0.099s) image 67/2000 /content/yolov5/data/test/1a4bu.jpg: 512x512 1 surgical, Done. (0.099s) image 68/2000 /content/yolov5/data/test/1ajx6.jpg: 512x512 1 KN95, Done. (0.101s) image 69/2000 /content/yolov5/data/test/1au8t.jpg: 512x512 1 KN95, Done. (0.099s) image 70/2000 /content/yolov5/data/test/1b41d.jpg: 512x512 2 surgicals, Done. (0.100s) image 71/2000 /content/yolov5/data/test/1c1t1.jpg: 512x512 1 surgical, Done. (0.101s) image 72/2000 /content/yolov5/data/test/1cwbw.jpg: 512x512 1 surgical, Done. (0.100s) image 73/2000 /content/yolov5/data/test/1dz9z.jpg: 512x512 1 N95, Done. (0.099s) image 74/2000 /content/yolov5/data/test/1ej74.jpg: 512x512 1 N95, Done. (0.099s) image 75/2000 /content/yolov5/data/test/1f1zn.jpg: 512x512 1 surgical, Done. (0.098s) image 76/2000 /content/yolov5/data/test/1f6xq.jpg: 512x512 1 N95, Done. (0.097s) image 77/2000 /content/yolov5/data/test/1fnd7.jpg: 512x512 1 N95, Done. (0.104s) image 78/2000 /content/yolov5/data/test/1fp3s.jpg: 512x512 1 KN95, Done. (0.100s) image 79/2000 /content/yolov5/data/test/1givu.jpg: 512x512 1 surgical, Done. (0.100s) image 80/2000 /content/yolov5/data/test/1h7tu.jpg: 512x512 1 KN95, Done. (0.100s) image 81/2000 /content/yolov5/data/test/1hovb.jpg: 512x512 1 cloth, Done. (0.100s) image 82/2000 /content/yolov5/data/test/1hqaf.jpg: 512x512 1 N95, Done. (0.098s) image 83/2000 /content/yolov5/data/test/1ilej.jpg: 512x512 1 KN95, Done. (0.098s) image 84/2000 /content/yolov5/data/test/1io7z.jpg: 512x512 1 KN95, Done. (0.098s) image 85/2000 /content/yolov5/data/test/1ixqq.jpg: 512x512 1 surgical, Done. (0.100s) image 86/2000 /content/yolov5/data/test/1j31d.jpg: 512x512 1 N95, 1 surgical, Done. (0.105s) image 87/2000 /content/yolov5/data/test/1jsyg.jpg: 512x512 1 KN95, Done. (0.100s) image 88/2000 /content/yolov5/data/test/1k2gw.jpg: 512x512 1 cloth, Done. (0.098s) image 89/2000 /content/yolov5/data/test/1l0s9.jpg: 512x512 1 surgical, Done. (0.098s) image 90/2000 /content/yolov5/data/test/1l7if.jpg: 512x512 1 KN95, Done. (0.099s) image 91/2000 /content/yolov5/data/test/1l8j4.jpg: 512x512 1 KN95, Done. (0.098s) image 92/2000 /content/yolov5/data/test/1lgi8.jpg: 512x512 3 KN95s, Done. (0.099s) image 93/2000 /content/yolov5/data/test/1mu8b.jpg: 512x512 1 N95, Done. (0.098s) image 94/2000 /content/yolov5/data/test/1n2tl.jpg: 512x512 2 cloths, Done. (0.099s) image 95/2000 /content/yolov5/data/test/1oshk.jpg: 512x512 1 N95, Done. (0.101s) image 96/2000 /content/yolov5/data/test/1q0mc.jpg: 512x512 1 surgical, Done. (0.098s) image 97/2000 /content/yolov5/data/test/1q6eb.jpg: 512x512 1 N95, 1 surgical, 2 KN95s, Done. (0.109s) image 98/2000 /content/yolov5/data/test/1qopz.jpg: 512x512 1 surgical, Done. (0.097s) image 99/2000 /content/yolov5/data/test/1r834.jpg: 512x512 1 KN95, Done. (0.098s) image 100/2000 /content/yolov5/data/test/1r8m3.jpg: 512x512 1 KN95, Done. (0.099s) image 101/2000 /content/yolov5/data/test/1ro1q.jpg: 512x512 1 KN95, Done. (0.099s) image 102/2000 /content/yolov5/data/test/1rskf.jpg: 512x512 2 N95s, Done. (0.098s) image 103/2000 /content/yolov5/data/test/1sa11.jpg: 512x512 1 KN95, Done. (0.099s) image 104/2000 /content/yolov5/data/test/1sc62.jpg: 512x512 1 N95, 1 surgical, Done. (0.103s) image 105/2000 /content/yolov5/data/test/1shbv.jpg: 512x512 1 cloth, Done. (0.099s) image 106/2000 /content/yolov5/data/test/1srf6.jpg: 512x512 1 KN95, Done. (0.099s) image 107/2000 /content/yolov5/data/test/1tg36.jpg: 512x512 1 N95, Done. (0.101s) image 108/2000 /content/yolov5/data/test/1tj6y.jpg: 512x512 2 surgicals, Done. (0.099s) image 109/2000 /content/yolov5/data/test/1tldc.jpg: 512x512 1 surgical, Done. (0.097s) image 110/2000 /content/yolov5/data/test/1w5p8.jpg: 512x512 2 N95s, Done. (0.099s) image 111/2000 /content/yolov5/data/test/1xub9.jpg: 512x512 1 cloth, Done. (0.097s) image 112/2000 /content/yolov5/data/test/1yfp5.jpg: 512x512 1 surgical, Done. (0.099s) image 113/2000 /content/yolov5/data/test/1ziv3.jpg: 512x512 1 KN95, Done. (0.101s) image 114/2000 /content/yolov5/data/test/1zjxx.jpg: 512x512 1 N95, Done. (0.100s) image 115/2000 /content/yolov5/data/test/1zk4x.jpg: 512x512 1 N95, 1 KN95, Done. (0.100s) image 116/2000 /content/yolov5/data/test/21qfx.jpg: 512x512 1 cloth, Done. (0.102s) image 117/2000 /content/yolov5/data/test/220ut.jpg: 512x512 1 surgical, Done. (0.098s) image 118/2000 /content/yolov5/data/test/22rh4.jpg: 512x512 1 N95, Done. (0.096s) image 119/2000 /content/yolov5/data/test/22zyx.jpg: 512x512 1 KN95, Done. (0.099s) image 120/2000 /content/yolov5/data/test/23yy4.jpg: 512x512 2 KN95s, Done. (0.099s) image 121/2000 /content/yolov5/data/test/23z6g.jpg: 512x512 1 cloth, Done. (0.100s) image 122/2000 /content/yolov5/data/test/247f6.jpg: 512x512 1 cloth, Done. (0.106s) image 123/2000 /content/yolov5/data/test/2501h.jpg: 512x512 1 N95, Done. (0.099s) image 124/2000 /content/yolov5/data/test/25frm.jpg: 512x512 1 N95, Done. (0.098s) image 125/2000 /content/yolov5/data/test/26tlk.jpg: 512x512 1 surgical, 1 cloth, Done. (0.097s) image 126/2000 /content/yolov5/data/test/2767f.jpg: 512x512 1 N95, Done. (0.100s) image 127/2000 /content/yolov5/data/test/27e5g.jpg: 512x512 1 surgical, Done. (0.099s) image 128/2000 /content/yolov5/data/test/27t11.jpg: 512x512 1 cloth, Done. (0.100s) image 129/2000 /content/yolov5/data/test/29424.jpg: 512x512 1 N95, Done. (0.100s) image 130/2000 /content/yolov5/data/test/29rdf.jpg: 512x512 1 N95, Done. (0.099s) image 131/2000 /content/yolov5/data/test/2adut.jpg: 512x512 1 cloth, Done. (0.096s) image 132/2000 /content/yolov5/data/test/2afbe.jpg: 512x512 2 N95s, Done. (0.096s) image 133/2000 /content/yolov5/data/test/2e5xs.jpg: 512x512 1 KN95, Done. (0.099s) image 134/2000 /content/yolov5/data/test/2fbg5.jpg: 512x512 1 surgical, Done. (0.099s) image 135/2000 /content/yolov5/data/test/2fdth.jpg: 512x512 1 surgical, Done. (0.099s) image 136/2000 /content/yolov5/data/test/2getc.jpg: 512x512 1 N95, Done. (0.099s) image 137/2000 /content/yolov5/data/test/2gv2c.jpg: 512x512 1 surgical, Done. (0.099s) image 138/2000 /content/yolov5/data/test/2h79h.jpg: 512x512 1 KN95, Done. (0.099s) image 139/2000 /content/yolov5/data/test/2hf65.jpg: 512x512 1 cloth, Done. (0.098s) image 140/2000 /content/yolov5/data/test/2jydi.jpg: 512x512 1 KN95, Done. (0.097s) image 141/2000 /content/yolov5/data/test/2krlb.jpg: 512x512 1 N95, Done. (0.098s) image 142/2000 /content/yolov5/data/test/2lc8z.jpg: 512x512 1 cloth, Done. (0.100s) image 143/2000 /content/yolov5/data/test/2ljw3.jpg: 512x512 1 cloth, Done. (0.101s) image 144/2000 /content/yolov5/data/test/2lptl.jpg: 512x512 2 surgicals, Done. (0.100s) image 145/2000 /content/yolov5/data/test/2nl94.jpg: 512x512 1 N95, Done. (0.100s) image 146/2000 /content/yolov5/data/test/2ocl7.jpg: 512x512 1 N95, Done. (0.099s) image 147/2000 /content/yolov5/data/test/2olsb.jpg: 512x512 1 surgical, Done. (0.099s) image 148/2000 /content/yolov5/data/test/2p5qx.jpg: 512x512 1 KN95, Done. (0.099s) image 149/2000 /content/yolov5/data/test/2qb0m.jpg: 512x512 1 surgical, Done. (0.098s) image 150/2000 /content/yolov5/data/test/2qwek.jpg: 512x512 1 cloth, Done. (0.100s) image 151/2000 /content/yolov5/data/test/2refw.jpg: 512x512 1 KN95, Done. (0.099s) image 152/2000 /content/yolov5/data/test/2twta.jpg: 512x512 1 N95, Done. (0.099s) image 153/2000 /content/yolov5/data/test/2ueuv.jpg: 512x512 1 KN95, Done. (0.098s) image 154/2000 /content/yolov5/data/test/2uj28.jpg: 512x512 1 surgical, Done. (0.099s) image 155/2000 /content/yolov5/data/test/2wuyt.jpg: 512x512 1 cloth, Done. (0.102s) image 156/2000 /content/yolov5/data/test/2xxe7.jpg: 512x512 1 N95, Done. (0.098s) image 157/2000 /content/yolov5/data/test/2yek6.jpg: 512x512 1 cloth, Done. (0.100s) image 158/2000 /content/yolov5/data/test/2ynxh.jpg: 512x512 1 cloth, Done. (0.098s) image 159/2000 /content/yolov5/data/test/2z318.jpg: 512x512 1 KN95, Done. (0.103s) image 160/2000 /content/yolov5/data/test/2ziii.jpg: 512x512 1 surgical, Done. (0.099s) image 161/2000 /content/yolov5/data/test/2zqtk.jpg: 512x512 1 surgical, Done. (0.098s) image 162/2000 /content/yolov5/data/test/2zra6.jpg: 512x512 1 KN95, Done. (0.098s) image 163/2000 /content/yolov5/data/test/2zuzk.jpg: 512x512 1 cloth, Done. (0.100s) image 164/2000 /content/yolov5/data/test/30anj.jpg: 512x512 1 N95, Done. (0.099s) image 165/2000 /content/yolov5/data/test/31jg8.jpg: 512x512 1 N95, Done. (0.099s) image 166/2000 /content/yolov5/data/test/32ye9.jpg: 512x512 1 KN95, Done. (0.100s) image 167/2000 /content/yolov5/data/test/33fr4.jpg: 512x512 1 surgical, Done. (0.099s) image 168/2000 /content/yolov5/data/test/33mfk.jpg: 512x512 1 KN95, Done. (0.098s) image 169/2000 /content/yolov5/data/test/36ef8.jpg: 512x512 1 surgical, Done. (0.099s) image 170/2000 /content/yolov5/data/test/37e1b.jpg: 512x512 1 KN95, Done. (0.099s) image 171/2000 /content/yolov5/data/test/38lpb.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 172/2000 /content/yolov5/data/test/3a9cb.jpg: 512x512 1 N95, 2 surgicals, Done. (0.098s) image 173/2000 /content/yolov5/data/test/3aw2i.jpg: 512x512 1 surgical, Done. (0.100s) image 174/2000 /content/yolov5/data/test/3b69n.jpg: 512x512 1 surgical, Done. (0.100s) image 175/2000 /content/yolov5/data/test/3bfk2.jpg: 512x512 1 N95, Done. (0.100s) image 176/2000 /content/yolov5/data/test/3clv2.jpg: 512x512 1 surgical, Done. (0.097s) image 177/2000 /content/yolov5/data/test/3cx5o.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 178/2000 /content/yolov5/data/test/3d4gw.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 179/2000 /content/yolov5/data/test/3dzre.jpg: 512x512 2 surgicals, Done. (0.098s) image 180/2000 /content/yolov5/data/test/3e6cj.jpg: 512x512 1 KN95, Done. (0.099s) image 181/2000 /content/yolov5/data/test/3el1d.jpg: 512x512 1 cloth, Done. (0.100s) image 182/2000 /content/yolov5/data/test/3epso.jpg: 512x512 1 KN95, Done. (0.100s) image 183/2000 /content/yolov5/data/test/3g060.jpg: 512x512 1 N95, Done. (0.099s) image 184/2000 /content/yolov5/data/test/3g8u9.jpg: 512x512 1 surgical, Done. (0.098s) image 185/2000 /content/yolov5/data/test/3gd5x.jpg: 512x512 1 surgical, 1 KN95, Done. (0.097s) image 186/2000 /content/yolov5/data/test/3ggql.jpg: 512x512 1 N95, Done. (0.099s) image 187/2000 /content/yolov5/data/test/3hte3.jpg: 512x512 1 KN95, Done. (0.098s) image 188/2000 /content/yolov5/data/test/3j66r.jpg: 512x512 1 KN95, Done. (0.097s) image 189/2000 /content/yolov5/data/test/3j6ye.jpg: 512x512 1 cloth, Done. (0.101s) image 190/2000 /content/yolov5/data/test/3kyq0.jpg: 512x512 1 N95, 1 KN95, Done. (0.100s) image 191/2000 /content/yolov5/data/test/3l7z4.jpg: 512x512 1 surgical, Done. (0.100s) image 192/2000 /content/yolov5/data/test/3mown.jpg: 512x512 1 N95, Done. (0.098s) image 193/2000 /content/yolov5/data/test/3nek3.jpg: 512x512 1 surgical, Done. (0.097s) image 194/2000 /content/yolov5/data/test/3nuoq.jpg: 512x512 1 KN95, Done. (0.098s) image 195/2000 /content/yolov5/data/test/3ooh8.jpg: 512x512 1 N95, Done. (0.099s) image 196/2000 /content/yolov5/data/test/3p0ib.jpg: 512x512 1 surgical, Done. (0.098s) image 197/2000 /content/yolov5/data/test/3p1uk.jpg: 512x512 1 N95, Done. (0.101s) image 198/2000 /content/yolov5/data/test/3p9ky.jpg: 512x512 1 cloth, Done. (0.100s) image 199/2000 /content/yolov5/data/test/3rdev.jpg: 512x512 1 cloth, Done. (0.099s) image 200/2000 /content/yolov5/data/test/3t4mx.jpg: 512x512 1 cloth, Done. (0.098s) image 201/2000 /content/yolov5/data/test/3th4k.jpg: 512x512 1 N95, Done. (0.098s) image 202/2000 /content/yolov5/data/test/3tu9o.jpg: 512x512 1 N95, Done. (0.098s) image 203/2000 /content/yolov5/data/test/3uf2r.jpg: 512x512 2 KN95s, Done. (0.098s) image 204/2000 /content/yolov5/data/test/3uipp.jpg: 512x512 1 surgical, Done. (0.098s) image 205/2000 /content/yolov5/data/test/3x38q.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 206/2000 /content/yolov5/data/test/3xqau.jpg: 512x512 1 N95, Done. (0.101s) image 207/2000 /content/yolov5/data/test/3xti3.jpg: 512x512 1 cloth, Done. (0.098s) image 208/2000 /content/yolov5/data/test/3zz8y.jpg: 512x512 1 cloth, Done. (0.099s) image 209/2000 /content/yolov5/data/test/400s7.jpg: 512x512 1 KN95, Done. (0.098s) image 210/2000 /content/yolov5/data/test/412qv.jpg: 512x512 1 surgical, Done. (0.097s) image 211/2000 /content/yolov5/data/test/4269b.jpg: 512x512 1 cloth, Done. (0.103s) image 212/2000 /content/yolov5/data/test/44ux5.jpg: 512x512 1 N95, Done. (0.097s) image 213/2000 /content/yolov5/data/test/45fso.jpg: 512x512 1 KN95, Done. (0.099s) image 214/2000 /content/yolov5/data/test/45n1s.jpg: 512x512 1 cloth, Done. (0.098s) image 215/2000 /content/yolov5/data/test/47li8.jpg: 512x512 1 N95, Done. (0.099s) image 216/2000 /content/yolov5/data/test/47m61.jpg: 512x512 1 surgical, Done. (0.099s) image 217/2000 /content/yolov5/data/test/47n50.jpg: 512x512 1 cloth, Done. (0.098s) image 218/2000 /content/yolov5/data/test/49ouk.jpg: 512x512 1 cloth, Done. (0.099s) image 219/2000 /content/yolov5/data/test/4ak87.jpg: 512x512 1 surgical, Done. (0.100s) image 220/2000 /content/yolov5/data/test/4b0to.jpg: 512x512 1 surgical, Done. (0.100s) image 221/2000 /content/yolov5/data/test/4bab4.jpg: 512x512 1 KN95, Done. (0.098s) image 222/2000 /content/yolov5/data/test/4bz35.jpg: 512x512 1 cloth, Done. (0.098s) image 223/2000 /content/yolov5/data/test/4cnoq.jpg: 512x512 1 cloth, Done. (0.098s) image 224/2000 /content/yolov5/data/test/4ctef.jpg: 512x512 1 cloth, Done. (0.096s) image 225/2000 /content/yolov5/data/test/4ds6u.jpg: 512x512 1 N95, Done. (0.099s) image 226/2000 /content/yolov5/data/test/4e2a8.jpg: 512x512 1 KN95, Done. (0.098s) image 227/2000 /content/yolov5/data/test/4f849.jpg: 512x512 1 KN95, Done. (0.100s) image 228/2000 /content/yolov5/data/test/4fjmg.jpg: 512x512 1 cloth, Done. (0.099s) image 229/2000 /content/yolov5/data/test/4g66k.jpg: 512x512 2 KN95s, Done. (0.098s) image 230/2000 /content/yolov5/data/test/4gq08.jpg: 512x512 1 KN95, Done. (0.097s) image 231/2000 /content/yolov5/data/test/4hz1e.jpg: 512x512 1 N95, 1 KN95, Done. (0.096s) image 232/2000 /content/yolov5/data/test/4k568.jpg: 512x512 1 N95, Done. (0.097s) image 233/2000 /content/yolov5/data/test/4l2kn.jpg: 512x512 1 surgical, Done. (0.100s) image 234/2000 /content/yolov5/data/test/4m7f8.jpg: 512x512 1 surgical, Done. (0.098s) image 235/2000 /content/yolov5/data/test/4mpmv.jpg: 512x512 1 N95, 1 KN95, Done. (0.100s) image 236/2000 /content/yolov5/data/test/4nttv.jpg: 512x512 1 KN95, Done. (0.100s) image 237/2000 /content/yolov5/data/test/4p2ce.jpg: 512x512 2 KN95s, Done. (0.099s) image 238/2000 /content/yolov5/data/test/4ptoa.jpg: 512x512 1 N95, Done. (0.099s) image 239/2000 /content/yolov5/data/test/4pueb.jpg: 512x512 1 surgical, Done. (0.099s) image 240/2000 /content/yolov5/data/test/4qnw5.jpg: 512x512 1 KN95, Done. (0.098s) image 241/2000 /content/yolov5/data/test/4qq77.jpg: 512x512 1 KN95, Done. (0.097s) image 242/2000 /content/yolov5/data/test/4qtjx.jpg: 512x512 2 surgicals, Done. (0.098s) image 243/2000 /content/yolov5/data/test/4syr1.jpg: 512x512 1 cloth, Done. (0.099s) image 244/2000 /content/yolov5/data/test/4t0tr.jpg: 512x512 1 surgical, Done. (0.100s) image 245/2000 /content/yolov5/data/test/4th97.jpg: 512x512 1 KN95, Done. (0.099s) image 246/2000 /content/yolov5/data/test/4tlr6.jpg: 512x512 1 N95, Done. (0.098s) image 247/2000 /content/yolov5/data/test/4tvhh.jpg: 512x512 1 surgical, Done. (0.098s) image 248/2000 /content/yolov5/data/test/4uee5.jpg: 512x512 1 surgical, Done. (0.099s) image 249/2000 /content/yolov5/data/test/4usj3.jpg: 512x512 2 KN95s, Done. (0.100s) image 250/2000 /content/yolov5/data/test/4v7lh.jpg: 512x512 1 cloth, Done. (0.098s) image 251/2000 /content/yolov5/data/test/4vjw8.jpg: 512x512 1 N95, Done. (0.099s) image 252/2000 /content/yolov5/data/test/4vu3d.jpg: 512x512 1 N95, Done. (0.099s) image 253/2000 /content/yolov5/data/test/4z4mc.jpg: 512x512 1 KN95, Done. (0.098s) image 254/2000 /content/yolov5/data/test/4zc9j.jpg: 512x512 1 surgical, Done. (0.098s) image 255/2000 /content/yolov5/data/test/4zrfi.jpg: 512x512 1 N95, Done. (0.098s) image 256/2000 /content/yolov5/data/test/514e0.jpg: 512x512 1 cloth, Done. (0.099s) image 257/2000 /content/yolov5/data/test/518wm.jpg: 512x512 1 cloth, Done. (0.099s) image 258/2000 /content/yolov5/data/test/533lk.jpg: 512x512 1 N95, Done. (0.097s) image 259/2000 /content/yolov5/data/test/537xf.jpg: 512x512 2 N95s, Done. (0.099s) image 260/2000 /content/yolov5/data/test/53oxa.jpg: 512x512 1 N95, Done. (0.100s) image 261/2000 /content/yolov5/data/test/53s8t.jpg: 512x512 1 KN95, Done. (0.099s) image 262/2000 /content/yolov5/data/test/54dig.jpg: 512x512 1 cloth, Done. (0.098s) image 263/2000 /content/yolov5/data/test/5592q.jpg: 512x512 1 KN95, Done. (0.098s) image 264/2000 /content/yolov5/data/test/567pr.jpg: 512x512 1 surgical, Done. (0.100s) image 265/2000 /content/yolov5/data/test/56c8n.jpg: 512x512 1 cloth, Done. (0.099s) image 266/2000 /content/yolov5/data/test/57t2l.jpg: 512x512 1 cloth, Done. (0.098s) image 267/2000 /content/yolov5/data/test/585th.jpg: 512x512 1 surgical, Done. (0.099s) image 268/2000 /content/yolov5/data/test/58eyd.jpg: 512x512 1 KN95, Done. (0.103s) image 269/2000 /content/yolov5/data/test/5918t.jpg: 512x512 2 surgicals, Done. (0.098s) image 270/2000 /content/yolov5/data/test/59bdl.jpg: 512x512 1 N95, Done. (0.098s) image 271/2000 /content/yolov5/data/test/59jfr.jpg: 512x512 2 N95s, 1 KN95, Done. (0.102s) image 272/2000 /content/yolov5/data/test/59ss5.jpg: 512x512 1 surgical, Done. (0.101s) image 273/2000 /content/yolov5/data/test/5avyk.jpg: 512x512 1 cloth, Done. (0.100s) image 274/2000 /content/yolov5/data/test/5ax3o.jpg: 512x512 1 cloth, Done. (0.099s) image 275/2000 /content/yolov5/data/test/5dydr.jpg: 512x512 1 cloth, Done. (0.098s) image 276/2000 /content/yolov5/data/test/5eh3q.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 277/2000 /content/yolov5/data/test/5haed.jpg: 512x512 1 surgical, Done. (0.098s) image 278/2000 /content/yolov5/data/test/5hrim.jpg: 512x512 1 cloth, Done. (0.099s) image 279/2000 /content/yolov5/data/test/5i94k.jpg: 512x512 1 surgical, Done. (0.099s) image 280/2000 /content/yolov5/data/test/5j7hs.jpg: 512x512 1 KN95, Done. (0.099s) image 281/2000 /content/yolov5/data/test/5k0sg.jpg: 512x512 1 KN95, Done. (0.099s) image 282/2000 /content/yolov5/data/test/5k2gf.jpg: 512x512 1 cloth, Done. (0.100s) image 283/2000 /content/yolov5/data/test/5k32a.jpg: 512x512 1 KN95, Done. (0.099s) image 284/2000 /content/yolov5/data/test/5k3m9.jpg: 512x512 2 surgicals, Done. (0.098s) image 285/2000 /content/yolov5/data/test/5khie.jpg: 512x512 1 N95, Done. (0.100s) image 286/2000 /content/yolov5/data/test/5knfa.jpg: 512x512 3 N95s, 1 cloth, Done. (0.100s) image 287/2000 /content/yolov5/data/test/5nhht.jpg: 512x512 1 surgical, Done. (0.099s) image 288/2000 /content/yolov5/data/test/5nmon.jpg: 512x512 1 surgical, Done. (0.097s) image 289/2000 /content/yolov5/data/test/5p5li.jpg: 512x512 1 surgical, Done. (0.098s) image 290/2000 /content/yolov5/data/test/5pacp.jpg: 512x512 2 N95s, 1 surgical, Done. (0.100s) image 291/2000 /content/yolov5/data/test/5papw.jpg: 512x512 1 cloth, Done. (0.098s) image 292/2000 /content/yolov5/data/test/5pk38.jpg: 512x512 1 N95, Done. (0.098s) image 293/2000 /content/yolov5/data/test/5pk5z.jpg: 512x512 1 cloth, Done. (0.097s) image 294/2000 /content/yolov5/data/test/5ppnd.jpg: 512x512 1 surgical, Done. (0.099s) image 295/2000 /content/yolov5/data/test/5qk2v.jpg: 512x512 1 KN95, Done. (0.101s) image 296/2000 /content/yolov5/data/test/5qv4w.jpg: 512x512 1 cloth, Done. (0.100s) image 297/2000 /content/yolov5/data/test/5rhbt.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 298/2000 /content/yolov5/data/test/5rm7f.jpg: 512x512 1 surgical, Done. (0.098s) image 299/2000 /content/yolov5/data/test/5rnps.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 300/2000 /content/yolov5/data/test/5rr27.jpg: 512x512 1 surgical, Done. (0.098s) image 301/2000 /content/yolov5/data/test/5so5r.jpg: 512x512 1 surgical, Done. (0.100s) image 302/2000 /content/yolov5/data/test/5tjwu.jpg: 512x512 1 cloth, Done. (0.099s) image 303/2000 /content/yolov5/data/test/5udzt.jpg: 512x512 1 cloth, Done. (0.099s) image 304/2000 /content/yolov5/data/test/5uip7.jpg: 512x512 1 N95, Done. (0.099s) image 305/2000 /content/yolov5/data/test/5vc8w.jpg: 512x512 1 cloth, Done. (0.099s) image 306/2000 /content/yolov5/data/test/5who0.jpg: 512x512 1 cloth, Done. (0.098s) image 307/2000 /content/yolov5/data/test/5wo6g.jpg: 512x512 2 surgicals, Done. (0.099s) image 308/2000 /content/yolov5/data/test/5ww14.jpg: 512x512 1 surgical, Done. (0.099s) image 309/2000 /content/yolov5/data/test/5x8lk.jpg: 512x512 2 cloths, Done. (0.101s) image 310/2000 /content/yolov5/data/test/5xacj.jpg: 512x512 1 N95, Done. (0.099s) image 311/2000 /content/yolov5/data/test/5ximt.jpg: 512x512 1 KN95, Done. (0.099s) image 312/2000 /content/yolov5/data/test/5xk10.jpg: 512x512 1 N95, Done. (0.099s) image 313/2000 /content/yolov5/data/test/5ywn0.jpg: 512x512 1 surgical, Done. (0.098s) image 314/2000 /content/yolov5/data/test/5zb27.jpg: 512x512 1 KN95, Done. (0.098s) image 315/2000 /content/yolov5/data/test/60r3g.jpg: 512x512 1 cloth, Done. (0.098s) image 316/2000 /content/yolov5/data/test/613qq.jpg: 512x512 1 KN95, Done. (0.098s) image 317/2000 /content/yolov5/data/test/61f1v.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.099s) image 318/2000 /content/yolov5/data/test/62qd7.jpg: 512x512 1 surgical, Done. (0.100s) image 319/2000 /content/yolov5/data/test/63g19.jpg: 512x512 1 KN95, Done. (0.100s) image 320/2000 /content/yolov5/data/test/63xdm.jpg: 512x512 1 KN95, Done. (0.099s) image 321/2000 /content/yolov5/data/test/63yx2.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 322/2000 /content/yolov5/data/test/64bvo.jpg: 512x512 1 KN95, Done. (0.098s) image 323/2000 /content/yolov5/data/test/67bzp.jpg: 512x512 1 surgical, Done. (0.098s) image 324/2000 /content/yolov5/data/test/67kks.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 325/2000 /content/yolov5/data/test/67wk5.jpg: 512x512 1 N95, Done. (0.101s) image 326/2000 /content/yolov5/data/test/6874w.jpg: 512x512 1 surgical, Done. (0.100s) image 327/2000 /content/yolov5/data/test/68a7w.jpg: 512x512 3 surgicals, Done. (0.099s) image 328/2000 /content/yolov5/data/test/68ht3.jpg: 512x512 1 N95, Done. (0.099s) image 329/2000 /content/yolov5/data/test/698lh.jpg: 512x512 1 surgical, Done. (0.099s) image 330/2000 /content/yolov5/data/test/69mdy.jpg: 512x512 1 N95, Done. (0.098s) image 331/2000 /content/yolov5/data/test/6agwe.jpg: 512x512 1 KN95, Done. (0.100s) image 332/2000 /content/yolov5/data/test/6b25x.jpg: 512x512 1 N95, Done. (0.100s) image 333/2000 /content/yolov5/data/test/6baru.jpg: 512x512 1 surgical, Done. (0.100s) image 334/2000 /content/yolov5/data/test/6bbrv.jpg: 512x512 1 KN95, Done. (0.098s) image 335/2000 /content/yolov5/data/test/6bcr4.jpg: 512x512 1 cloth, Done. (0.099s) image 336/2000 /content/yolov5/data/test/6canb.jpg: 512x512 1 KN95, Done. (0.099s) image 337/2000 /content/yolov5/data/test/6ct5j.jpg: 512x512 1 N95, Done. (0.099s) image 338/2000 /content/yolov5/data/test/6dk55.jpg: 512x512 2 N95s, Done. (0.097s) image 339/2000 /content/yolov5/data/test/6ef6q.jpg: 512x512 1 KN95, Done. (0.099s) image 340/2000 /content/yolov5/data/test/6ei3l.jpg: 512x512 1 KN95, Done. (0.101s) image 341/2000 /content/yolov5/data/test/6feav.jpg: 512x512 1 KN95, Done. (0.100s) image 342/2000 /content/yolov5/data/test/6fvu4.jpg: 512x512 1 KN95, Done. (0.098s) image 343/2000 /content/yolov5/data/test/6fxf9.jpg: 512x512 1 surgical, Done. (0.098s) image 344/2000 /content/yolov5/data/test/6g7ri.jpg: 512x512 2 cloths, Done. (0.098s) image 345/2000 /content/yolov5/data/test/6glob.jpg: 512x512 1 cloth, Done. (0.099s) image 346/2000 /content/yolov5/data/test/6gzka.jpg: 512x512 1 KN95, Done. (0.099s) image 347/2000 /content/yolov5/data/test/6hv8y.jpg: 512x512 1 cloth, Done. (0.097s) image 348/2000 /content/yolov5/data/test/6jbk3.jpg: 512x512 1 KN95, Done. (0.100s) image 349/2000 /content/yolov5/data/test/6kbn2.jpg: 512x512 1 N95, Done. (0.100s) image 350/2000 /content/yolov5/data/test/6kf40.jpg: 512x512 1 cloth, Done. (0.097s) image 351/2000 /content/yolov5/data/test/6kwep.jpg: 512x512 1 cloth, Done. (0.099s) image 352/2000 /content/yolov5/data/test/6kz6j.jpg: 512x512 1 N95, Done. (0.098s) image 353/2000 /content/yolov5/data/test/6lywx.jpg: 512x512 1 surgical, Done. (0.099s) image 354/2000 /content/yolov5/data/test/6m6hy.jpg: 512x512 1 cloth, Done. (0.099s) image 355/2000 /content/yolov5/data/test/6mq6q.jpg: 512x512 1 N95, Done. (0.098s) image 356/2000 /content/yolov5/data/test/6noyy.jpg: 512x512 1 N95, Done. (0.099s) image 357/2000 /content/yolov5/data/test/6nri1.jpg: 512x512 1 KN95, Done. (0.099s) image 358/2000 /content/yolov5/data/test/6onmz.jpg: 512x512 1 KN95, Done. (0.098s) image 359/2000 /content/yolov5/data/test/6ora9.jpg: 512x512 1 surgical, Done. (0.099s) image 360/2000 /content/yolov5/data/test/6pos9.jpg: 512x512 1 KN95, Done. (0.099s) image 361/2000 /content/yolov5/data/test/6pqzq.jpg: 512x512 1 surgical, Done. (0.098s) image 362/2000 /content/yolov5/data/test/6pzra.jpg: 512x512 1 N95, Done. (0.099s) image 363/2000 /content/yolov5/data/test/6r411.jpg: 512x512 1 KN95, Done. (0.100s) image 364/2000 /content/yolov5/data/test/6rhwm.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 365/2000 /content/yolov5/data/test/6ry1l.jpg: 512x512 1 cloth, Done. (0.098s) image 366/2000 /content/yolov5/data/test/6snax.jpg: 512x512 1 cloth, Done. (0.098s) image 367/2000 /content/yolov5/data/test/6t05p.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 368/2000 /content/yolov5/data/test/6v1m7.jpg: 512x512 1 N95, Done. (0.096s) image 369/2000 /content/yolov5/data/test/6x29r.jpg: 512x512 1 surgical, Done. (0.099s) image 370/2000 /content/yolov5/data/test/6ya12.jpg: 512x512 1 surgical, Done. (0.100s) image 371/2000 /content/yolov5/data/test/6ykk9.jpg: 512x512 1 surgical, Done. (0.101s) image 372/2000 /content/yolov5/data/test/6zpuc.jpg: 512x512 1 surgical, Done. (0.099s) image 373/2000 /content/yolov5/data/test/6zzfg.jpg: 512x512 1 N95, Done. (0.101s) image 374/2000 /content/yolov5/data/test/70786.jpg: 512x512 1 KN95, Done. (0.098s) image 375/2000 /content/yolov5/data/test/70m1n.jpg: 512x512 1 N95, Done. (0.098s) image 376/2000 /content/yolov5/data/test/72cs6.jpg: 512x512 1 cloth, Done. (0.100s) image 377/2000 /content/yolov5/data/test/72qra.jpg: 512x512 2 N95s, 1 KN95, Done. (0.099s) image 378/2000 /content/yolov5/data/test/737s9.jpg: 512x512 1 N95, Done. (0.100s) image 379/2000 /content/yolov5/data/test/73u32.jpg: 512x512 1 N95, Done. (0.099s) image 380/2000 /content/yolov5/data/test/7432n.jpg: 512x512 1 KN95, Done. (0.098s) image 381/2000 /content/yolov5/data/test/74cnr.jpg: 512x512 2 N95s, Done. (0.098s) image 382/2000 /content/yolov5/data/test/74sab.jpg: 512x512 1 N95, Done. (0.098s) image 383/2000 /content/yolov5/data/test/74ux9.jpg: 512x512 1 N95, 1 surgical, Done. (0.097s) image 384/2000 /content/yolov5/data/test/76k07.jpg: 512x512 1 cloth, Done. (0.100s) image 385/2000 /content/yolov5/data/test/7712w.jpg: 512x512 1 KN95, Done. (0.100s) image 386/2000 /content/yolov5/data/test/78a4n.jpg: 512x512 1 KN95, Done. (0.099s) image 387/2000 /content/yolov5/data/test/78je0.jpg: 512x512 1 surgical, Done. (0.099s) image 388/2000 /content/yolov5/data/test/7943g.jpg: 512x512 1 N95, 1 surgical, 1 cloth, Done. (0.099s) image 389/2000 /content/yolov5/data/test/795ci.jpg: 512x512 1 KN95, Done. (0.098s) image 390/2000 /content/yolov5/data/test/7a9r8.jpg: 512x512 1 surgical, Done. (0.098s) image 391/2000 /content/yolov5/data/test/7b7li.jpg: 512x512 1 KN95, Done. (0.096s) image 392/2000 /content/yolov5/data/test/7d76b.jpg: 512x512 1 surgical, Done. (0.099s) image 393/2000 /content/yolov5/data/test/7domi.jpg: 512x512 1 N95, Done. (0.099s) image 394/2000 /content/yolov5/data/test/7dr99.jpg: 512x512 1 N95, 1 surgical, 3 KN95s, Done. (0.100s) image 395/2000 /content/yolov5/data/test/7e4an.jpg: 512x512 1 KN95, Done. (0.099s) image 396/2000 /content/yolov5/data/test/7eup9.jpg: 512x512 1 N95, 1 cloth, 1 KN95, Done. (0.099s) image 397/2000 /content/yolov5/data/test/7feo5.jpg: 512x512 1 N95, Done. (0.097s) image 398/2000 /content/yolov5/data/test/7fhe0.jpg: 512x512 1 cloth, 1 KN95, Done. (0.099s) image 399/2000 /content/yolov5/data/test/7fvax.jpg: 512x512 1 KN95, Done. (0.100s) image 400/2000 /content/yolov5/data/test/7g12c.jpg: 512x512 1 cloth, Done. (0.110s) image 401/2000 /content/yolov5/data/test/7jmb8.jpg: 512x512 1 KN95, Done. (0.108s) image 402/2000 /content/yolov5/data/test/7jsem.jpg: 512x512 1 surgical, 1 KN95, Done. (0.125s) image 403/2000 /content/yolov5/data/test/7kh4p.jpg: 512x512 1 surgical, Done. (0.116s) image 404/2000 /content/yolov5/data/test/7kogt.jpg: 512x512 1 cloth, Done. (0.125s) image 405/2000 /content/yolov5/data/test/7kpnu.jpg: 512x512 1 surgical, Done. (0.107s) image 406/2000 /content/yolov5/data/test/7m4aj.jpg: 512x512 1 N95, Done. (0.107s) image 407/2000 /content/yolov5/data/test/7m5jv.jpg: 512x512 1 KN95, Done. (0.106s) image 408/2000 /content/yolov5/data/test/7mwra.jpg: 512x512 1 KN95, Done. (0.126s) image 409/2000 /content/yolov5/data/test/7n9pf.jpg: 512x512 1 KN95, Done. (0.116s) image 410/2000 /content/yolov5/data/test/7osts.jpg: 512x512 1 surgical, Done. (0.154s) image 411/2000 /content/yolov5/data/test/7q7yy.jpg: 512x512 1 N95, Done. (0.128s) image 412/2000 /content/yolov5/data/test/7qr4m.jpg: 512x512 1 cloth, Done. (0.170s) image 413/2000 /content/yolov5/data/test/7rbet.jpg: 512x512 1 surgical, Done. (0.116s) image 414/2000 /content/yolov5/data/test/7rnmf.jpg: 512x512 1 N95, Done. (0.189s) image 415/2000 /content/yolov5/data/test/7syvd.jpg: 512x512 1 cloth, Done. (0.121s) image 416/2000 /content/yolov5/data/test/7szkc.jpg: 512x512 1 surgical, Done. (0.144s) image 417/2000 /content/yolov5/data/test/7t6mb.jpg: 512x512 2 surgicals, Done. (0.122s) image 418/2000 /content/yolov5/data/test/7tn7o.jpg: 512x512 1 KN95, Done. (0.121s) image 419/2000 /content/yolov5/data/test/7u6bc.jpg: 512x512 1 N95, Done. (0.103s) image 420/2000 /content/yolov5/data/test/7uk7o.jpg: 512x512 2 N95s, Done. (0.133s) image 421/2000 /content/yolov5/data/test/7v8en.jpg: 512x512 1 KN95, Done. (0.112s) image 422/2000 /content/yolov5/data/test/7vwad.jpg: 512x512 1 surgical, Done. (0.114s) image 423/2000 /content/yolov5/data/test/7vy9t.jpg: 512x512 1 N95, 1 surgical, Done. (0.144s) image 424/2000 /content/yolov5/data/test/7vyzl.jpg: 512x512 2 N95s, 3 KN95s, Done. (0.102s) image 425/2000 /content/yolov5/data/test/7whis.jpg: 512x512 1 KN95, Done. (0.127s) image 426/2000 /content/yolov5/data/test/7x5dq.jpg: 512x512 1 surgical, Done. (0.140s) image 427/2000 /content/yolov5/data/test/7ygi5.jpg: 512x512 1 surgical, Done. (0.118s) image 428/2000 /content/yolov5/data/test/7z6kr.jpg: 512x512 1 N95, Done. (0.166s) image 429/2000 /content/yolov5/data/test/7ztuk.jpg: 512x512 1 surgical, Done. (0.112s) image 430/2000 /content/yolov5/data/test/8004o.jpg: 512x512 1 surgical, Done. (0.162s) image 431/2000 /content/yolov5/data/test/80swg.jpg: 512x512 1 surgical, Done. (0.125s) image 432/2000 /content/yolov5/data/test/81jil.jpg: 512x512 2 N95s, 1 cloth, Done. (0.154s) image 433/2000 /content/yolov5/data/test/827zk.jpg: 512x512 1 surgical, Done. (0.203s) image 434/2000 /content/yolov5/data/test/82xa4.jpg: 512x512 1 N95, Done. (0.212s) image 435/2000 /content/yolov5/data/test/83y6p.jpg: 512x512 1 N95, 1 KN95, Done. (0.154s) image 436/2000 /content/yolov5/data/test/848xt.jpg: 512x512 1 N95, Done. (0.120s) image 437/2000 /content/yolov5/data/test/84q1s.jpg: 512x512 1 cloth, Done. (0.147s) image 438/2000 /content/yolov5/data/test/84y55.jpg: 512x512 1 KN95, Done. (0.112s) image 439/2000 /content/yolov5/data/test/855i9.jpg: 512x512 1 cloth, Done. (0.114s) image 440/2000 /content/yolov5/data/test/85xho.jpg: 512x512 1 KN95, Done. (0.110s) image 441/2000 /content/yolov5/data/test/8665y.jpg: 512x512 1 KN95, Done. (0.113s) image 442/2000 /content/yolov5/data/test/86cht.jpg: 512x512 1 surgical, Done. (0.109s) image 443/2000 /content/yolov5/data/test/86pg5.jpg: 512x512 2 N95s, Done. (0.111s) image 444/2000 /content/yolov5/data/test/86z2p.jpg: 512x512 1 cloth, Done. (0.114s) image 445/2000 /content/yolov5/data/test/876v4.jpg: 512x512 1 N95, Done. (0.116s) image 446/2000 /content/yolov5/data/test/877im.jpg: 512x512 1 N95, Done. (0.115s) image 447/2000 /content/yolov5/data/test/87bd8.jpg: 512x512 1 surgical, Done. (0.111s) image 448/2000 /content/yolov5/data/test/87q2f.jpg: 512x512 1 cloth, Done. (0.113s) image 449/2000 /content/yolov5/data/test/87s0e.jpg: 512x512 2 cloths, Done. (0.117s) image 450/2000 /content/yolov5/data/test/881e6.jpg: 512x512 1 surgical, Done. (0.112s) image 451/2000 /content/yolov5/data/test/88iiy.jpg: 512x512 1 surgical, Done. (0.108s) image 452/2000 /content/yolov5/data/test/88z4b.jpg: 512x512 1 cloth, Done. (0.115s) image 453/2000 /content/yolov5/data/test/89cca.jpg: 512x512 1 KN95, Done. (0.106s) image 454/2000 /content/yolov5/data/test/89pnp.jpg: 512x512 1 surgical, Done. (0.107s) image 455/2000 /content/yolov5/data/test/89te5.jpg: 512x512 1 cloth, Done. (0.119s) image 456/2000 /content/yolov5/data/test/8a2id.jpg: 512x512 2 N95s, Done. (0.112s) image 457/2000 /content/yolov5/data/test/8aurl.jpg: 512x512 1 cloth, Done. (0.110s) image 458/2000 /content/yolov5/data/test/8b4o0.jpg: 512x512 1 surgical, Done. (0.117s) image 459/2000 /content/yolov5/data/test/8b4vr.jpg: 512x512 1 surgical, Done. (0.100s) image 460/2000 /content/yolov5/data/test/8bgw7.jpg: 512x512 1 cloth, Done. (0.099s) image 461/2000 /content/yolov5/data/test/8bh3r.jpg: 512x512 1 cloth, Done. (0.099s) image 462/2000 /content/yolov5/data/test/8bmbk.jpg: 512x512 1 KN95, Done. (0.099s) image 463/2000 /content/yolov5/data/test/8bv66.jpg: 512x512 1 cloth, Done. (0.104s) image 464/2000 /content/yolov5/data/test/8bxpk.jpg: 512x512 1 cloth, Done. (0.098s) image 465/2000 /content/yolov5/data/test/8cppi.jpg: 512x512 1 cloth, Done. (0.098s) image 466/2000 /content/yolov5/data/test/8cybf.jpg: 512x512 1 surgical, Done. (0.098s) image 467/2000 /content/yolov5/data/test/8etmh.jpg: 512x512 1 surgical, Done. (0.100s) image 468/2000 /content/yolov5/data/test/8f171.jpg: 512x512 1 surgical, 2 KN95s, Done. (0.098s) image 469/2000 /content/yolov5/data/test/8f2id.jpg: 512x512 2 KN95s, Done. (0.099s) image 470/2000 /content/yolov5/data/test/8f9xl.jpg: 512x512 1 N95, Done. (0.099s) image 471/2000 /content/yolov5/data/test/8h34x.jpg: 512x512 2 KN95s, Done. (0.099s) image 472/2000 /content/yolov5/data/test/8h6gt.jpg: 512x512 1 cloth, Done. (0.098s) image 473/2000 /content/yolov5/data/test/8i1c6.jpg: 512x512 1 cloth, Done. (0.097s) image 474/2000 /content/yolov5/data/test/8igy6.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 475/2000 /content/yolov5/data/test/8im29.jpg: 512x512 1 KN95, Done. (0.100s) image 476/2000 /content/yolov5/data/test/8lqc4.jpg: 512x512 1 surgical, Done. (0.100s) image 477/2000 /content/yolov5/data/test/8m7xu.jpg: 512x512 1 surgical, Done. (0.098s) image 478/2000 /content/yolov5/data/test/8m9ux.jpg: 512x512 1 cloth, Done. (0.098s) image 479/2000 /content/yolov5/data/test/8mmnu.jpg: 512x512 1 N95, Done. (0.098s) image 480/2000 /content/yolov5/data/test/8mnae.jpg: 512x512 1 KN95, Done. (0.098s) image 481/2000 /content/yolov5/data/test/8o105.jpg: 512x512 1 N95, Done. (0.099s) image 482/2000 /content/yolov5/data/test/8owwe.jpg: 512x512 1 surgical, Done. (0.099s) image 483/2000 /content/yolov5/data/test/8ppys.jpg: 512x512 1 cloth, Done. (0.099s) image 484/2000 /content/yolov5/data/test/8r44q.jpg: 512x512 2 surgicals, Done. (0.099s) image 485/2000 /content/yolov5/data/test/8trse.jpg: 512x512 1 KN95, Done. (0.098s) image 486/2000 /content/yolov5/data/test/8up5l.jpg: 512x512 1 surgical, Done. (0.099s) image 487/2000 /content/yolov5/data/test/8us2p.jpg: 512x512 1 surgical, Done. (0.098s) image 488/2000 /content/yolov5/data/test/8uyzy.jpg: 512x512 1 cloth, Done. (0.098s) image 489/2000 /content/yolov5/data/test/8v0x7.jpg: 512x512 1 N95, Done. (0.098s) image 490/2000 /content/yolov5/data/test/8ve7i.jpg: 512x512 1 N95, Done. (0.100s) image 491/2000 /content/yolov5/data/test/8vsev.jpg: 512x512 1 KN95, Done. (0.100s) image 492/2000 /content/yolov5/data/test/8wq9w.jpg: 512x512 1 KN95, Done. (0.100s) image 493/2000 /content/yolov5/data/test/8zt7w.jpg: 512x512 1 N95, Done. (0.099s) image 494/2000 /content/yolov5/data/test/91uhv.jpg: 512x512 1 KN95, Done. (0.097s) image 495/2000 /content/yolov5/data/test/92y33.jpg: 512x512 1 N95, Done. (0.097s) image 496/2000 /content/yolov5/data/test/93if2.jpg: 512x512 1 N95, Done. (0.099s) image 497/2000 /content/yolov5/data/test/93wce.jpg: 512x512 1 surgical, Done. (0.098s) image 498/2000 /content/yolov5/data/test/93z1p.jpg: 512x512 1 cloth, Done. (0.100s) image 499/2000 /content/yolov5/data/test/9547x.jpg: 512x512 1 KN95, Done. (0.099s) image 500/2000 /content/yolov5/data/test/95hwm.jpg: 512x512 1 N95, 1 KN95, Done. (0.100s) image 501/2000 /content/yolov5/data/test/95jah.jpg: 512x512 1 cloth, Done. (0.098s) image 502/2000 /content/yolov5/data/test/9636v.jpg: 512x512 1 KN95, Done. (0.099s) image 503/2000 /content/yolov5/data/test/976l8.jpg: 512x512 1 surgical, Done. (0.098s) image 504/2000 /content/yolov5/data/test/99ftu.jpg: 512x512 1 surgical, Done. (0.097s) image 505/2000 /content/yolov5/data/test/9as7s.jpg: 512x512 1 N95, 1 KN95, Done. (0.097s) image 506/2000 /content/yolov5/data/test/9bym1.jpg: 512x512 1 KN95, Done. (0.098s) image 507/2000 /content/yolov5/data/test/9cncm.jpg: 512x512 1 KN95, Done. (0.100s) image 508/2000 /content/yolov5/data/test/9d2px.jpg: 512x512 1 surgical, Done. (0.099s) image 509/2000 /content/yolov5/data/test/9dbwo.jpg: 512x512 1 N95, Done. (0.123s) image 510/2000 /content/yolov5/data/test/9dilb.jpg: 512x512 1 surgical, Done. (0.099s) image 511/2000 /content/yolov5/data/test/9f0rp.jpg: 512x512 1 KN95, Done. (0.099s) image 512/2000 /content/yolov5/data/test/9g7iw.jpg: 512x512 1 KN95, Done. (0.099s) image 513/2000 /content/yolov5/data/test/9hz17.jpg: 512x512 1 KN95, Done. (0.099s) image 514/2000 /content/yolov5/data/test/9imen.jpg: 512x512 1 N95, Done. (0.098s) image 515/2000 /content/yolov5/data/test/9jtvx.jpg: 512x512 1 N95, Done. (0.098s) image 516/2000 /content/yolov5/data/test/9jzxx.jpg: 512x512 1 KN95, Done. (0.098s) image 517/2000 /content/yolov5/data/test/9k6yn.jpg: 512x512 1 cloth, Done. (0.098s) image 518/2000 /content/yolov5/data/test/9kdjv.jpg: 512x512 1 surgical, Done. (0.099s) image 519/2000 /content/yolov5/data/test/9ku8l.jpg: 512x512 1 KN95, Done. (0.100s) image 520/2000 /content/yolov5/data/test/9l6l8.jpg: 512x512 1 surgical, Done. (0.100s) image 521/2000 /content/yolov5/data/test/9la72.jpg: 512x512 1 surgical, Done. (0.099s) image 522/2000 /content/yolov5/data/test/9ng0a.jpg: 512x512 1 surgical, Done. (0.099s) image 523/2000 /content/yolov5/data/test/9nwhh.jpg: 512x512 1 N95, Done. (0.098s) image 524/2000 /content/yolov5/data/test/9nzwz.jpg: 512x512 2 N95s, Done. (0.098s) image 525/2000 /content/yolov5/data/test/9ov2r.jpg: 512x512 1 N95, Done. (0.098s) image 526/2000 /content/yolov5/data/test/9p0z4.jpg: 512x512 1 surgical, Done. (0.098s) image 527/2000 /content/yolov5/data/test/9pgvd.jpg: 512x512 2 N95s, Done. (0.100s) image 528/2000 /content/yolov5/data/test/9pnl6.jpg: 512x512 1 surgical, Done. (0.098s) image 529/2000 /content/yolov5/data/test/9raa8.jpg: 512x512 1 surgical, Done. (0.098s) image 530/2000 /content/yolov5/data/test/9rddh.jpg: 512x512 1 KN95, Done. (0.098s) image 531/2000 /content/yolov5/data/test/9u0x2.jpg: 512x512 1 cloth, Done. (0.096s) image 532/2000 /content/yolov5/data/test/9uceo.jpg: 512x512 1 KN95, Done. (0.098s) image 533/2000 /content/yolov5/data/test/9ve7v.jpg: 512x512 1 cloth, Done. (0.098s) image 534/2000 /content/yolov5/data/test/9w3cr.jpg: 512x512 1 cloth, Done. (0.099s) image 535/2000 /content/yolov5/data/test/9yn9t.jpg: 512x512 2 N95s, Done. (0.100s) image 536/2000 /content/yolov5/data/test/9yuzx.jpg: 512x512 2 cloths, Done. (0.100s) image 537/2000 /content/yolov5/data/test/9yyno.jpg: 512x512 1 KN95, Done. (0.099s) image 538/2000 /content/yolov5/data/test/9zij7.jpg: 512x512 1 cloth, Done. (0.098s) image 539/2000 /content/yolov5/data/test/a006a.jpg: 512x512 1 N95, Done. (0.098s) image 540/2000 /content/yolov5/data/test/a08cc.jpg: 512x512 1 surgical, Done. (0.098s) image 541/2000 /content/yolov5/data/test/a0ia9.jpg: 512x512 1 surgical, Done. (0.099s) image 542/2000 /content/yolov5/data/test/a0mpv.jpg: 512x512 1 surgical, Done. (0.100s) image 543/2000 /content/yolov5/data/test/a0zf6.jpg: 512x512 1 surgical, Done. (0.101s) image 544/2000 /content/yolov5/data/test/a24k1.jpg: 512x512 1 cloth, Done. (0.100s) image 545/2000 /content/yolov5/data/test/a27l3.jpg: 512x512 1 surgical, Done. (0.098s) image 546/2000 /content/yolov5/data/test/a2alb.jpg: 512x512 1 cloth, Done. (0.099s) image 547/2000 /content/yolov5/data/test/a2opc.jpg: 512x512 1 KN95, Done. (0.098s) image 548/2000 /content/yolov5/data/test/a46vg.jpg: 512x512 1 KN95, Done. (0.099s) image 549/2000 /content/yolov5/data/test/a4dr0.jpg: 512x512 1 cloth, Done. (0.099s) image 550/2000 /content/yolov5/data/test/a4vm8.jpg: 512x512 1 KN95, Done. (0.099s) image 551/2000 /content/yolov5/data/test/a5sed.jpg: 512x512 1 cloth, Done. (0.099s) image 552/2000 /content/yolov5/data/test/a67pv.jpg: 512x512 1 KN95, Done. (0.099s) image 553/2000 /content/yolov5/data/test/a6v3s.jpg: 512x512 1 N95, Done. (0.099s) image 554/2000 /content/yolov5/data/test/a6vv8.jpg: 512x512 1 surgical, Done. (0.098s) image 555/2000 /content/yolov5/data/test/a6y8u.jpg: 512x512 1 KN95, Done. (0.100s) image 556/2000 /content/yolov5/data/test/a7xio.jpg: 512x512 1 cloth, Done. (0.099s) image 557/2000 /content/yolov5/data/test/a80qk.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 558/2000 /content/yolov5/data/test/a82xt.jpg: 512x512 1 KN95, Done. (0.099s) image 559/2000 /content/yolov5/data/test/a8508.jpg: 512x512 1 KN95, Done. (0.099s) image 560/2000 /content/yolov5/data/test/a9af3.jpg: 512x512 1 KN95, Done. (0.098s) image 561/2000 /content/yolov5/data/test/a9f37.jpg: 512x512 1 surgical, Done. (0.098s) image 562/2000 /content/yolov5/data/test/a9li2.jpg: 512x512 1 KN95, Done. (0.098s) image 563/2000 /content/yolov5/data/test/a9lmf.jpg: 512x512 1 N95, Done. (0.097s) image 564/2000 /content/yolov5/data/test/abkzs.jpg: 512x512 1 surgical, Done. (0.099s) image 565/2000 /content/yolov5/data/test/ac952.jpg: 512x512 1 surgical, Done. (0.099s) image 566/2000 /content/yolov5/data/test/aczl2.jpg: 512x512 1 N95, Done. (0.100s) image 567/2000 /content/yolov5/data/test/adbw8.jpg: 512x512 1 N95, Done. (0.098s) image 568/2000 /content/yolov5/data/test/adde0.jpg: 512x512 1 surgical, Done. (0.099s) image 569/2000 /content/yolov5/data/test/adnud.jpg: 512x512 1 cloth, Done. (0.098s) image 570/2000 /content/yolov5/data/test/aei48.jpg: 512x512 1 N95, 2 KN95s, Done. (0.099s) image 571/2000 /content/yolov5/data/test/afn8f.jpg: 512x512 1 cloth, Done. (0.099s) image 572/2000 /content/yolov5/data/test/agx1t.jpg: 512x512 1 N95, Done. (0.099s) image 573/2000 /content/yolov5/data/test/ahkkv.jpg: 512x512 1 cloth, Done. (0.099s) image 574/2000 /content/yolov5/data/test/ahtgo.jpg: 512x512 1 surgical, Done. (0.098s) image 575/2000 /content/yolov5/data/test/aikqc.jpg: 512x512 1 cloth, Done. (0.098s) image 576/2000 /content/yolov5/data/test/aim29.jpg: 512x512 1 cloth, Done. (0.098s) image 577/2000 /content/yolov5/data/test/aiwb4.jpg: 512x512 1 surgical, Done. (0.098s) image 578/2000 /content/yolov5/data/test/aj9ie.jpg: 512x512 1 N95, Done. (0.100s) image 579/2000 /content/yolov5/data/test/akd90.jpg: 512x512 2 N95s, Done. (0.099s) image 580/2000 /content/yolov5/data/test/aknqh.jpg: 512x512 1 surgical, Done. (0.099s) image 581/2000 /content/yolov5/data/test/ako3w.jpg: 512x512 2 surgicals, Done. (0.099s) image 582/2000 /content/yolov5/data/test/akxvb.jpg: 512x512 1 KN95, Done. (0.099s) image 583/2000 /content/yolov5/data/test/alb9k.jpg: 512x512 2 surgicals, Done. (0.098s) image 584/2000 /content/yolov5/data/test/an0zx.jpg: 512x512 1 N95, Done. (0.099s) image 585/2000 /content/yolov5/data/test/anmcl.jpg: 512x512 1 N95, Done. (0.099s) image 586/2000 /content/yolov5/data/test/annkz.jpg: 512x512 1 N95, Done. (0.100s) image 587/2000 /content/yolov5/data/test/ao0f5.jpg: 512x512 1 surgical, 1 cloth, 2 KN95s, Done. (0.099s) image 588/2000 /content/yolov5/data/test/aodhb.jpg: 512x512 1 surgical, Done. (0.100s) image 589/2000 /content/yolov5/data/test/aozij.jpg: 512x512 1 cloth, Done. (0.098s) image 590/2000 /content/yolov5/data/test/aqo9o.jpg: 512x512 1 N95, Done. (0.098s) image 591/2000 /content/yolov5/data/test/aqxpi.jpg: 512x512 1 KN95, Done. (0.099s) image 592/2000 /content/yolov5/data/test/aqzlt.jpg: 512x512 1 KN95, Done. (0.098s) image 593/2000 /content/yolov5/data/test/ara2x.jpg: 512x512 1 surgical, Done. (0.099s) image 594/2000 /content/yolov5/data/test/arabv.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 595/2000 /content/yolov5/data/test/astz6.jpg: 512x512 1 cloth, Done. (0.097s) image 596/2000 /content/yolov5/data/test/atdlf.jpg: 512x512 1 cloth, Done. (0.099s) image 597/2000 /content/yolov5/data/test/atfmf.jpg: 512x512 1 surgical, Done. (0.099s) image 598/2000 /content/yolov5/data/test/auatq.jpg: 512x512 1 N95, Done. (0.098s) image 599/2000 /content/yolov5/data/test/awt6v.jpg: 512x512 1 KN95, Done. (0.098s) image 600/2000 /content/yolov5/data/test/axgt7.jpg: 512x512 1 cloth, Done. (0.098s) image 601/2000 /content/yolov5/data/test/axuox.jpg: 512x512 1 N95, Done. (0.098s) image 602/2000 /content/yolov5/data/test/axzon.jpg: 512x512 1 cloth, Done. (0.099s) image 603/2000 /content/yolov5/data/test/ay0w5.jpg: 512x512 1 KN95, Done. (0.098s) image 604/2000 /content/yolov5/data/test/az86d.jpg: 512x512 1 surgical, Done. (0.098s) image 605/2000 /content/yolov5/data/test/aztd6.jpg: 512x512 1 surgical, Done. (0.098s) image 606/2000 /content/yolov5/data/test/b0q5p.jpg: 512x512 1 KN95, Done. (0.098s) image 607/2000 /content/yolov5/data/test/b1ita.jpg: 512x512 2 N95s, Done. (0.099s) image 608/2000 /content/yolov5/data/test/b2vqu.jpg: 512x512 1 N95, Done. (0.099s) image 609/2000 /content/yolov5/data/test/b30iy.jpg: 512x512 1 surgical, Done. (0.099s) image 610/2000 /content/yolov5/data/test/b3yrs.jpg: 512x512 1 KN95, Done. (0.098s) image 611/2000 /content/yolov5/data/test/b4id0.jpg: 512x512 1 N95, Done. (0.098s) image 612/2000 /content/yolov5/data/test/b4pt5.jpg: 512x512 1 surgical, Done. (0.099s) image 613/2000 /content/yolov5/data/test/b4py0.jpg: 512x512 1 KN95, Done. (0.098s) image 614/2000 /content/yolov5/data/test/b6dnl.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 615/2000 /content/yolov5/data/test/b6nuo.jpg: 512x512 1 N95, Done. (0.098s) image 616/2000 /content/yolov5/data/test/b8fg4.jpg: 512x512 1 cloth, Done. (0.103s) image 617/2000 /content/yolov5/data/test/b9be2.jpg: 512x512 1 N95, Done. (0.099s) image 618/2000 /content/yolov5/data/test/b9thr.jpg: 512x512 1 KN95, Done. (0.099s) image 619/2000 /content/yolov5/data/test/bbgtr.jpg: 512x512 1 KN95, Done. (0.098s) image 620/2000 /content/yolov5/data/test/bdelr.jpg: 512x512 1 surgical, Done. (0.099s) image 621/2000 /content/yolov5/data/test/bdx4r.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.098s) image 622/2000 /content/yolov5/data/test/bdym7.jpg: 512x512 1 N95, Done. (0.099s) image 623/2000 /content/yolov5/data/test/be0i0.jpg: 512x512 1 surgical, Done. (0.099s) image 624/2000 /content/yolov5/data/test/begbv.jpg: 512x512 1 cloth, Done. (0.100s) image 625/2000 /content/yolov5/data/test/bexsn.jpg: 512x512 1 KN95, Done. (0.098s) image 626/2000 /content/yolov5/data/test/bgb0f.jpg: 512x512 1 surgical, Done. (0.100s) image 627/2000 /content/yolov5/data/test/bgjlq.jpg: 512x512 1 cloth, Done. (0.099s) image 628/2000 /content/yolov5/data/test/bhhye.jpg: 512x512 1 N95, Done. (0.098s) image 629/2000 /content/yolov5/data/test/bines.jpg: 512x512 1 KN95, Done. (0.098s) image 630/2000 /content/yolov5/data/test/biw1p.jpg: 512x512 1 surgical, 1 KN95, Done. (0.097s) image 631/2000 /content/yolov5/data/test/bjeuz.jpg: 512x512 2 KN95s, Done. (0.099s) image 632/2000 /content/yolov5/data/test/blaqi.jpg: 512x512 1 surgical, Done. (0.099s) image 633/2000 /content/yolov5/data/test/bls12.jpg: 512x512 1 N95, 1 surgical, 1 KN95, Done. (0.100s) image 634/2000 /content/yolov5/data/test/bn71w.jpg: 512x512 1 cloth, Done. (0.100s) image 635/2000 /content/yolov5/data/test/bn98q.jpg: 512x512 1 N95, 2 KN95s, Done. (0.099s) image 636/2000 /content/yolov5/data/test/bnd8l.jpg: 512x512 1 cloth, Done. (0.099s) image 637/2000 /content/yolov5/data/test/bolty.jpg: 512x512 1 surgical, Done. (0.098s) image 638/2000 /content/yolov5/data/test/bq962.jpg: 512x512 1 KN95, Done. (0.099s) image 639/2000 /content/yolov5/data/test/bqc9n.jpg: 512x512 1 surgical, Done. (0.099s) image 640/2000 /content/yolov5/data/test/bqffd.jpg: 512x512 1 N95, Done. (0.097s) image 641/2000 /content/yolov5/data/test/bqo28.jpg: 512x512 1 KN95, Done. (0.098s) image 642/2000 /content/yolov5/data/test/br3ba.jpg: 512x512 1 surgical, Done. (0.099s) image 643/2000 /content/yolov5/data/test/br3j6.jpg: 512x512 1 cloth, Done. (0.098s) image 644/2000 /content/yolov5/data/test/brr1w.jpg: 512x512 1 KN95, Done. (0.103s) image 645/2000 /content/yolov5/data/test/brsb4.jpg: 512x512 1 N95, Done. (0.098s) image 646/2000 /content/yolov5/data/test/buwxn.jpg: 512x512 1 N95, Done. (0.099s) image 647/2000 /content/yolov5/data/test/bv2h4.jpg: 512x512 1 N95, Done. (0.099s) image 648/2000 /content/yolov5/data/test/bvikm.jpg: 512x512 1 cloth, Done. (0.096s) image 649/2000 /content/yolov5/data/test/bwpz2.jpg: 512x512 1 surgical, Done. (0.098s) image 650/2000 /content/yolov5/data/test/bxvrw.jpg: 512x512 1 surgical, Done. (0.098s) image 651/2000 /content/yolov5/data/test/byatx.jpg: 512x512 1 cloth, Done. (0.099s) image 652/2000 /content/yolov5/data/test/byjxb.jpg: 512x512 1 surgical, Done. (0.100s) image 653/2000 /content/yolov5/data/test/bzptj.jpg: 512x512 1 surgical, 1 KN95, Done. (0.100s) image 654/2000 /content/yolov5/data/test/c0etr.jpg: 512x512 1 KN95, Done. (0.099s) image 655/2000 /content/yolov5/data/test/c0nmw.jpg: 512x512 1 surgical, Done. (0.098s) image 656/2000 /content/yolov5/data/test/c0rpj.jpg: 512x512 1 surgical, Done. (0.101s) image 657/2000 /content/yolov5/data/test/c0xt8.jpg: 512x512 1 KN95, Done. (0.098s) image 658/2000 /content/yolov5/data/test/c14p8.jpg: 512x512 1 surgical, Done. (0.098s) image 659/2000 /content/yolov5/data/test/c14sf.jpg: 512x512 1 surgical, Done. (0.099s) image 660/2000 /content/yolov5/data/test/c2itg.jpg: 512x512 1 cloth, Done. (0.099s) image 661/2000 /content/yolov5/data/test/c2p5j.jpg: 512x512 1 surgical, Done. (0.099s) image 662/2000 /content/yolov5/data/test/c67nf.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 663/2000 /content/yolov5/data/test/c7cmk.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 664/2000 /content/yolov5/data/test/c7l79.jpg: 512x512 2 N95s, 1 KN95, Done. (0.097s) image 665/2000 /content/yolov5/data/test/c90ny.jpg: 512x512 1 N95, 1 surgical, Done. (0.100s) image 666/2000 /content/yolov5/data/test/c9kbq.jpg: 512x512 1 surgical, Done. (0.098s) image 667/2000 /content/yolov5/data/test/c9kyt.jpg: 512x512 1 cloth, Done. (0.098s) image 668/2000 /content/yolov5/data/test/cahgo.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 669/2000 /content/yolov5/data/test/cax1y.jpg: 512x512 1 KN95, Done. (0.097s) image 670/2000 /content/yolov5/data/test/cb0u8.jpg: 512x512 1 N95, Done. (0.099s) image 671/2000 /content/yolov5/data/test/cbxez.jpg: 512x512 1 cloth, Done. (0.098s) image 672/2000 /content/yolov5/data/test/ccmwy.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 673/2000 /content/yolov5/data/test/cd05f.jpg: 512x512 1 KN95, Done. (0.098s) image 674/2000 /content/yolov5/data/test/cdl4a.jpg: 512x512 2 cloths, Done. (0.102s) image 675/2000 /content/yolov5/data/test/cdr44.jpg: 512x512 1 cloth, Done. (0.100s) image 676/2000 /content/yolov5/data/test/cdt1f.jpg: 512x512 1 cloth, Done. (0.099s) image 677/2000 /content/yolov5/data/test/cdvc9.jpg: 512x512 2 N95s, Done. (0.097s) image 678/2000 /content/yolov5/data/test/cfzm4.jpg: 512x512 1 N95, Done. (0.098s) image 679/2000 /content/yolov5/data/test/ch018.jpg: 512x512 1 cloth, Done. (0.098s) image 680/2000 /content/yolov5/data/test/cixru.jpg: 512x512 1 cloth, Done. (0.098s) image 681/2000 /content/yolov5/data/test/cixyb.jpg: 512x512 1 N95, Done. (0.099s) image 682/2000 /content/yolov5/data/test/cj95b.jpg: 512x512 1 KN95, Done. (0.099s) image 683/2000 /content/yolov5/data/test/cjmfq.jpg: 512x512 1 surgical, Done. (0.103s) image 684/2000 /content/yolov5/data/test/ckzlg.jpg: 512x512 1 N95, Done. (0.100s) image 685/2000 /content/yolov5/data/test/cldmt.jpg: 512x512 1 N95, Done. (0.098s) image 686/2000 /content/yolov5/data/test/cm26i.jpg: 512x512 1 surgical, Done. (0.098s) image 687/2000 /content/yolov5/data/test/cmzpf.jpg: 512x512 1 N95, 1 KN95, Done. (0.098s) image 688/2000 /content/yolov5/data/test/cn731.jpg: 512x512 2 N95s, 1 surgical, Done. (0.099s) image 689/2000 /content/yolov5/data/test/cn79t.jpg: 512x512 1 N95, Done. (0.098s) image 690/2000 /content/yolov5/data/test/cnl2w.jpg: 512x512 1 surgical, Done. (0.100s) image 691/2000 /content/yolov5/data/test/cnod5.jpg: 512x512 1 N95, Done. (0.099s) image 692/2000 /content/yolov5/data/test/cpkt2.jpg: 512x512 1 surgical, Done. (0.098s) image 693/2000 /content/yolov5/data/test/cpvd1.jpg: 512x512 1 KN95, Done. (0.099s) image 694/2000 /content/yolov5/data/test/cqwa3.jpg: 512x512 1 N95, Done. (0.099s) image 695/2000 /content/yolov5/data/test/cr9qn.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 696/2000 /content/yolov5/data/test/cs2yq.jpg: 512x512 1 cloth, 3 KN95s, Done. (0.098s) image 697/2000 /content/yolov5/data/test/ctyac.jpg: 512x512 1 cloth, Done. (0.101s) image 698/2000 /content/yolov5/data/test/cuiu3.jpg: 512x512 1 cloth, Done. (0.099s) image 699/2000 /content/yolov5/data/test/cuypz.jpg: 512x512 1 KN95, Done. (0.098s) image 700/2000 /content/yolov5/data/test/cvzat.jpg: 512x512 1 KN95, Done. (0.098s) image 701/2000 /content/yolov5/data/test/cw5j4.jpg: 512x512 1 N95, Done. (0.101s) image 702/2000 /content/yolov5/data/test/cwl77.jpg: 512x512 1 N95, Done. (0.098s) image 703/2000 /content/yolov5/data/test/cwykb.jpg: 512x512 1 surgical, Done. (0.099s) image 704/2000 /content/yolov5/data/test/cxb0r.jpg: 512x512 1 N95, Done. (0.099s) image 705/2000 /content/yolov5/data/test/cxm00.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 706/2000 /content/yolov5/data/test/cxuqo.jpg: 512x512 1 cloth, Done. (0.099s) image 707/2000 /content/yolov5/data/test/cy1wg.jpg: 512x512 1 surgical, Done. (0.099s) image 708/2000 /content/yolov5/data/test/czaqy.jpg: 512x512 1 KN95, Done. (0.098s) image 709/2000 /content/yolov5/data/test/czb1q.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 710/2000 /content/yolov5/data/test/czl24.jpg: 512x512 1 surgical, Done. (0.103s) image 711/2000 /content/yolov5/data/test/d0kyy.jpg: 512x512 1 N95, Done. (0.099s) image 712/2000 /content/yolov5/data/test/d1ffv.jpg: 512x512 1 surgical, Done. (0.100s) image 713/2000 /content/yolov5/data/test/d392l.jpg: 512x512 1 cloth, Done. (0.099s) image 714/2000 /content/yolov5/data/test/d4idy.jpg: 512x512 1 cloth, Done. (0.100s) image 715/2000 /content/yolov5/data/test/d4ixy.jpg: 512x512 1 N95, Done. (0.099s) image 716/2000 /content/yolov5/data/test/d4t2d.jpg: 512x512 1 KN95, Done. (0.098s) image 717/2000 /content/yolov5/data/test/d6iy0.jpg: 512x512 1 N95, Done. (0.099s) image 718/2000 /content/yolov5/data/test/d6ln3.jpg: 512x512 1 cloth, Done. (0.099s) image 719/2000 /content/yolov5/data/test/d6u46.jpg: 512x512 1 surgical, Done. (0.099s) image 720/2000 /content/yolov5/data/test/d7lcc.jpg: 512x512 1 KN95, Done. (0.100s) image 721/2000 /content/yolov5/data/test/d7xbn.jpg: 512x512 1 surgical, Done. (0.099s) image 722/2000 /content/yolov5/data/test/d8tt5.jpg: 512x512 1 surgical, Done. (0.098s) image 723/2000 /content/yolov5/data/test/d9dpe.jpg: 512x512 1 surgical, Done. (0.098s) image 724/2000 /content/yolov5/data/test/da2uu.jpg: 512x512 1 KN95, Done. (0.098s) image 725/2000 /content/yolov5/data/test/dbt1y.jpg: 512x512 1 KN95, Done. (0.098s) image 726/2000 /content/yolov5/data/test/dbvj3.jpg: 512x512 1 N95, Done. (0.100s) image 727/2000 /content/yolov5/data/test/dc67v.jpg: 512x512 2 N95s, Done. (0.099s) image 728/2000 /content/yolov5/data/test/dch89.jpg: 512x512 1 N95, Done. (0.102s) image 729/2000 /content/yolov5/data/test/ddikb.jpg: 512x512 1 KN95, Done. (0.098s) image 730/2000 /content/yolov5/data/test/ddln4.jpg: 512x512 1 KN95, Done. (0.097s) image 731/2000 /content/yolov5/data/test/de362.jpg: 512x512 2 N95s, 1 surgical, 1 cloth, 2 KN95s, Done. (0.098s) image 732/2000 /content/yolov5/data/test/de3oe.jpg: 512x512 1 N95, Done. (0.098s) image 733/2000 /content/yolov5/data/test/de4rs.jpg: 512x512 1 surgical, Done. (0.098s) image 734/2000 /content/yolov5/data/test/de866.jpg: 512x512 1 N95, Done. (0.100s) image 735/2000 /content/yolov5/data/test/de8ez.jpg: 512x512 1 N95, Done. (0.099s) image 736/2000 /content/yolov5/data/test/deeja.jpg: 512x512 1 N95, Done. (0.099s) image 737/2000 /content/yolov5/data/test/degsk.jpg: 512x512 1 surgical, Done. (0.101s) image 738/2000 /content/yolov5/data/test/dfl5k.jpg: 512x512 1 surgical, Done. (0.097s) image 739/2000 /content/yolov5/data/test/dg00l.jpg: 512x512 1 KN95, Done. (0.099s) image 740/2000 /content/yolov5/data/test/dg9xx.jpg: 512x512 1 surgical, Done. (0.098s) image 741/2000 /content/yolov5/data/test/dh4fs.jpg: 512x512 1 cloth, Done. (0.100s) image 742/2000 /content/yolov5/data/test/dh6x8.jpg: 512x512 1 surgical, Done. (0.100s) image 743/2000 /content/yolov5/data/test/di8kb.jpg: 512x512 2 N95s, 1 cloth, Done. (0.100s) image 744/2000 /content/yolov5/data/test/dj56l.jpg: 512x512 1 N95, Done. (0.100s) image 745/2000 /content/yolov5/data/test/djdrz.jpg: 512x512 1 surgical, Done. (0.099s) image 746/2000 /content/yolov5/data/test/dk54z.jpg: 512x512 1 KN95, Done. (0.103s) image 747/2000 /content/yolov5/data/test/dkdj2.jpg: 512x512 1 KN95, Done. (0.099s) image 748/2000 /content/yolov5/data/test/dke2d.jpg: 512x512 1 cloth, Done. (0.099s) image 749/2000 /content/yolov5/data/test/dklwz.jpg: 512x512 1 N95, Done. (0.098s) image 750/2000 /content/yolov5/data/test/dl6hj.jpg: 512x512 1 surgical, Done. (0.099s) image 751/2000 /content/yolov5/data/test/dm60c.jpg: 512x512 1 KN95, Done. (0.100s) image 752/2000 /content/yolov5/data/test/dmttd.jpg: 512x512 1 cloth, 1 KN95, Done. (0.097s) image 753/2000 /content/yolov5/data/test/dmv6t.jpg: 512x512 1 surgical, Done. (0.099s) image 754/2000 /content/yolov5/data/test/doffg.jpg: 512x512 1 cloth, Done. (0.098s) image 755/2000 /content/yolov5/data/test/donmr.jpg: 512x512 1 N95, Done. (0.105s) image 756/2000 /content/yolov5/data/test/douav.jpg: 512x512 2 surgicals, 1 KN95, Done. (0.099s) image 757/2000 /content/yolov5/data/test/dpria.jpg: 512x512 2 N95s, Done. (0.098s) image 758/2000 /content/yolov5/data/test/dqcdk.jpg: 512x512 1 surgical, Done. (0.099s) image 759/2000 /content/yolov5/data/test/dqplf.jpg: 512x512 1 KN95, Done. (0.098s) image 760/2000 /content/yolov5/data/test/drcv3.jpg: 512x512 1 cloth, Done. (0.097s) image 761/2000 /content/yolov5/data/test/dsc98.jpg: 512x512 1 cloth, Done. (0.098s) image 762/2000 /content/yolov5/data/test/dsmlc.jpg: 512x512 1 surgical, Done. (0.098s) image 763/2000 /content/yolov5/data/test/dtame.jpg: 512x512 1 N95, Done. (0.099s) image 764/2000 /content/yolov5/data/test/ducyg.jpg: 512x512 1 N95, Done. (0.105s) image 765/2000 /content/yolov5/data/test/dukmc.jpg: 512x512 1 KN95, Done. (0.101s) image 766/2000 /content/yolov5/data/test/dut34.jpg: 512x512 1 surgical, Done. (0.098s) image 767/2000 /content/yolov5/data/test/dutv1.jpg: 512x512 1 surgical, Done. (0.098s) image 768/2000 /content/yolov5/data/test/dv7i7.jpg: 512x512 1 KN95, Done. (0.096s) image 769/2000 /content/yolov5/data/test/dva4g.jpg: 512x512 1 surgical, Done. (0.098s) image 770/2000 /content/yolov5/data/test/dvsui.jpg: 512x512 1 cloth, Done. (0.099s) image 771/2000 /content/yolov5/data/test/dwcbd.jpg: 512x512 1 surgical, Done. (0.099s) image 772/2000 /content/yolov5/data/test/dx3gs.jpg: 512x512 1 surgical, Done. (0.099s) image 773/2000 /content/yolov5/data/test/dy4u4.jpg: 512x512 1 surgical, Done. (0.104s) image 774/2000 /content/yolov5/data/test/dykf8.jpg: 512x512 1 N95, Done. (0.099s) image 775/2000 /content/yolov5/data/test/dyyxq.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 776/2000 /content/yolov5/data/test/dz4vs.jpg: 512x512 1 surgical, Done. (0.098s) image 777/2000 /content/yolov5/data/test/e0e3g.jpg: 512x512 1 N95, Done. (0.099s) image 778/2000 /content/yolov5/data/test/e29gg.jpg: 512x512 1 surgical, Done. (0.099s) image 779/2000 /content/yolov5/data/test/e2dxa.jpg: 512x512 1 KN95, Done. (0.100s) image 780/2000 /content/yolov5/data/test/e4hs9.jpg: 512x512 1 KN95, Done. (0.099s) image 781/2000 /content/yolov5/data/test/e60rh.jpg: 512x512 1 KN95, Done. (0.099s) image 782/2000 /content/yolov5/data/test/e6bfk.jpg: 512x512 1 cloth, Done. (0.105s) image 783/2000 /content/yolov5/data/test/e6dil.jpg: 512x512 1 KN95, Done. (0.098s) image 784/2000 /content/yolov5/data/test/e6fya.jpg: 512x512 1 KN95, Done. (0.100s) image 785/2000 /content/yolov5/data/test/e8x0f.jpg: 512x512 1 N95, Done. (0.099s) image 786/2000 /content/yolov5/data/test/e98gv.jpg: 512x512 1 KN95, Done. (0.100s) image 787/2000 /content/yolov5/data/test/e99b1.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 788/2000 /content/yolov5/data/test/e9cqu.jpg: 512x512 2 surgicals, Done. (0.099s) image 789/2000 /content/yolov5/data/test/e9pqj.jpg: 512x512 2 KN95s, Done. (0.098s) image 790/2000 /content/yolov5/data/test/ea9nc.jpg: 512x512 1 surgical, Done. (0.098s) image 791/2000 /content/yolov5/data/test/eanff.jpg: 512x512 1 surgical, Done. (0.104s) image 792/2000 /content/yolov5/data/test/eb896.jpg: 512x512 1 cloth, Done. (0.100s) image 793/2000 /content/yolov5/data/test/ec0ks.jpg: 512x512 1 KN95, Done. (0.098s) image 794/2000 /content/yolov5/data/test/ecej8.jpg: 512x512 1 KN95, Done. (0.099s) image 795/2000 /content/yolov5/data/test/ecr3o.jpg: 512x512 1 KN95, Done. (0.101s) image 796/2000 /content/yolov5/data/test/eczj6.jpg: 512x512 1 surgical, Done. (0.098s) image 797/2000 /content/yolov5/data/test/ed54n.jpg: 512x512 1 surgical, Done. (0.098s) image 798/2000 /content/yolov5/data/test/ed642.jpg: 512x512 1 N95, Done. (0.097s) image 799/2000 /content/yolov5/data/test/edt2g.jpg: 512x512 1 N95, Done. (0.099s) image 800/2000 /content/yolov5/data/test/ehe9t.jpg: 512x512 1 KN95, Done. (0.102s) image 801/2000 /content/yolov5/data/test/ehmnw.jpg: 512x512 1 N95, Done. (0.099s) image 802/2000 /content/yolov5/data/test/ei9tz.jpg: 512x512 1 N95, 1 cloth, Done. (0.100s) image 803/2000 /content/yolov5/data/test/eivrt.jpg: 512x512 1 cloth, 1 KN95, Done. (0.104s) image 804/2000 /content/yolov5/data/test/ejoq2.jpg: 512x512 1 N95, Done. (0.098s) image 805/2000 /content/yolov5/data/test/ejygk.jpg: 512x512 1 KN95, Done. (0.098s) image 806/2000 /content/yolov5/data/test/elgmz.jpg: 512x512 1 surgical, Done. (0.098s) image 807/2000 /content/yolov5/data/test/eo4y9.jpg: 512x512 1 cloth, Done. (0.097s) image 808/2000 /content/yolov5/data/test/eodp3.jpg: 512x512 1 cloth, Done. (0.098s) image 809/2000 /content/yolov5/data/test/ep4qi.jpg: 512x512 1 KN95, Done. (0.104s) image 810/2000 /content/yolov5/data/test/epluv.jpg: 512x512 1 cloth, Done. (0.099s) image 811/2000 /content/yolov5/data/test/epszf.jpg: 512x512 1 cloth, Done. (0.099s) image 812/2000 /content/yolov5/data/test/eqlhc.jpg: 512x512 1 cloth, Done. (0.098s) image 813/2000 /content/yolov5/data/test/eqoaz.jpg: 512x512 1 surgical, Done. (0.098s) image 814/2000 /content/yolov5/data/test/er0e2.jpg: 512x512 2 N95s, Done. (0.098s) image 815/2000 /content/yolov5/data/test/erlmi.jpg: 512x512 1 cloth, Done. (0.099s) image 816/2000 /content/yolov5/data/test/ertan.jpg: 512x512 1 KN95, Done. (0.099s) image 817/2000 /content/yolov5/data/test/es5px.jpg: 512x512 1 cloth, Done. (0.098s) image 818/2000 /content/yolov5/data/test/esrzm.jpg: 512x512 1 N95, Done. (0.102s) image 819/2000 /content/yolov5/data/test/euedx.jpg: 512x512 1 N95, Done. (0.098s) image 820/2000 /content/yolov5/data/test/ev48e.jpg: 512x512 1 N95, 1 KN95, Done. (0.097s) image 821/2000 /content/yolov5/data/test/evr4z.jpg: 512x512 2 cloths, Done. (0.098s) image 822/2000 /content/yolov5/data/test/evsbz.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 823/2000 /content/yolov5/data/test/ew5ih.jpg: 512x512 1 surgical, Done. (0.100s) image 824/2000 /content/yolov5/data/test/ex9cq.jpg: 512x512 1 N95, Done. (0.099s) image 825/2000 /content/yolov5/data/test/eyyrt.jpg: 512x512 1 cloth, Done. (0.100s) image 826/2000 /content/yolov5/data/test/ezqii.jpg: 512x512 1 cloth, Done. (0.098s) image 827/2000 /content/yolov5/data/test/ezvir.jpg: 512x512 1 N95, Done. (0.106s) image 828/2000 /content/yolov5/data/test/f02oc.jpg: 512x512 1 N95, Done. (0.098s) image 829/2000 /content/yolov5/data/test/f10nh.jpg: 512x512 1 surgical, 1 cloth, Done. (0.097s) image 830/2000 /content/yolov5/data/test/f2j3a.jpg: 512x512 1 cloth, Done. (0.100s) image 831/2000 /content/yolov5/data/test/f2nes.jpg: 512x512 1 KN95, Done. (0.097s) image 832/2000 /content/yolov5/data/test/f2op4.jpg: 512x512 1 surgical, Done. (0.099s) image 833/2000 /content/yolov5/data/test/f3im7.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 834/2000 /content/yolov5/data/test/f4tjf.jpg: 512x512 1 KN95, Done. (0.097s) image 835/2000 /content/yolov5/data/test/f526c.jpg: 512x512 1 N95, Done. (0.098s) image 836/2000 /content/yolov5/data/test/f7q15.jpg: 512x512 2 KN95s, Done. (0.103s) image 837/2000 /content/yolov5/data/test/f835j.jpg: 512x512 1 KN95, Done. (0.099s) image 838/2000 /content/yolov5/data/test/f8mp1.jpg: 512x512 1 surgical, Done. (0.099s) image 839/2000 /content/yolov5/data/test/f8pfm.jpg: 512x512 2 N95s, Done. (0.099s) image 840/2000 /content/yolov5/data/test/f8snx.jpg: 512x512 1 KN95, Done. (0.099s) image 841/2000 /content/yolov5/data/test/f9lx9.jpg: 512x512 1 KN95, Done. (0.098s) image 842/2000 /content/yolov5/data/test/f9ort.jpg: 512x512 1 N95, Done. (0.099s) image 843/2000 /content/yolov5/data/test/fa7qa.jpg: 512x512 1 surgical, Done. (0.099s) image 844/2000 /content/yolov5/data/test/faniy.jpg: 512x512 1 cloth, Done. (0.100s) image 845/2000 /content/yolov5/data/test/fanzo.jpg: 512x512 1 cloth, Done. (0.101s) image 846/2000 /content/yolov5/data/test/fcuq8.jpg: 512x512 1 cloth, Done. (0.099s) image 847/2000 /content/yolov5/data/test/fdfe0.jpg: 512x512 1 cloth, Done. (0.102s) image 848/2000 /content/yolov5/data/test/fdixq.jpg: 512x512 1 cloth, Done. (0.098s) image 849/2000 /content/yolov5/data/test/fed76.jpg: 512x512 1 KN95, Done. (0.098s) image 850/2000 /content/yolov5/data/test/fense.jpg: 512x512 1 cloth, Done. (0.099s) image 851/2000 /content/yolov5/data/test/fgknl.jpg: 512x512 1 N95, Done. (0.100s) image 852/2000 /content/yolov5/data/test/fispy.jpg: 512x512 1 KN95, Done. (0.100s) image 853/2000 /content/yolov5/data/test/fk6k5.jpg: 512x512 1 cloth, Done. (0.100s) image 854/2000 /content/yolov5/data/test/fk83z.jpg: 512x512 1 cloth, Done. (0.100s) image 855/2000 /content/yolov5/data/test/fkarh.jpg: 512x512 1 N95, 1 KN95, Done. (0.101s) image 856/2000 /content/yolov5/data/test/fkjin.jpg: 512x512 1 KN95, Done. (0.097s) image 857/2000 /content/yolov5/data/test/fkyi4.jpg: 512x512 1 surgical, Done. (0.097s) image 858/2000 /content/yolov5/data/test/fkzi5.jpg: 512x512 1 cloth, Done. (0.098s) image 859/2000 /content/yolov5/data/test/fl8tg.jpg: 512x512 1 KN95, Done. (0.099s) image 860/2000 /content/yolov5/data/test/flghh.jpg: 512x512 1 surgical, Done. (0.101s) image 861/2000 /content/yolov5/data/test/fmmwo.jpg: 512x512 1 N95, Done. (0.099s) image 862/2000 /content/yolov5/data/test/fmnk4.jpg: 512x512 1 KN95, Done. (0.099s) image 863/2000 /content/yolov5/data/test/fneet.jpg: 512x512 1 surgical, Done. (0.104s) image 864/2000 /content/yolov5/data/test/fnnkz.jpg: 512x512 1 N95, Done. (0.100s) image 865/2000 /content/yolov5/data/test/fo2gp.jpg: 512x512 1 cloth, Done. (0.099s) image 866/2000 /content/yolov5/data/test/forx3.jpg: 512x512 1 N95, Done. (0.099s) image 867/2000 /content/yolov5/data/test/fp1zn.jpg: 512x512 1 N95, Done. (0.099s) image 868/2000 /content/yolov5/data/test/fpmje.jpg: 512x512 1 N95, Done. (0.099s) image 869/2000 /content/yolov5/data/test/fprb7.jpg: 512x512 1 N95, Done. (0.099s) image 870/2000 /content/yolov5/data/test/fqhdc.jpg: 512x512 1 KN95, Done. (0.098s) image 871/2000 /content/yolov5/data/test/fqsu3.jpg: 512x512 1 N95, Done. (0.098s) image 872/2000 /content/yolov5/data/test/fqvb2.jpg: 512x512 1 N95, Done. (0.106s) image 873/2000 /content/yolov5/data/test/frfnq.jpg: 512x512 1 surgical, Done. (0.099s) image 874/2000 /content/yolov5/data/test/fs639.jpg: 512x512 2 N95s, Done. (0.099s) image 875/2000 /content/yolov5/data/test/fskjp.jpg: 512x512 1 N95, Done. (0.099s) image 876/2000 /content/yolov5/data/test/ft8yb.jpg: 512x512 1 surgical, Done. (0.099s) image 877/2000 /content/yolov5/data/test/fu0lz.jpg: 512x512 1 surgical, Done. (0.101s) image 878/2000 /content/yolov5/data/test/fu87u.jpg: 512x512 1 cloth, Done. (0.098s) image 879/2000 /content/yolov5/data/test/fuy2p.jpg: 512x512 1 surgical, Done. (0.099s) image 880/2000 /content/yolov5/data/test/fvjfi.jpg: 512x512 1 surgical, Done. (0.099s) image 881/2000 /content/yolov5/data/test/fvz17.jpg: 512x512 1 N95, Done. (0.099s) image 882/2000 /content/yolov5/data/test/fwcbb.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 883/2000 /content/yolov5/data/test/fy0vy.jpg: 512x512 1 N95, Done. (0.098s) image 884/2000 /content/yolov5/data/test/fy1vy.jpg: 512x512 1 surgical, Done. (0.098s) image 885/2000 /content/yolov5/data/test/fyl2o.jpg: 512x512 1 N95, Done. (0.101s) image 886/2000 /content/yolov5/data/test/fywva.jpg: 512x512 1 N95, Done. (0.099s) image 887/2000 /content/yolov5/data/test/fz6or.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 888/2000 /content/yolov5/data/test/fzhx4.jpg: 512x512 1 surgical, Done. (0.100s) image 889/2000 /content/yolov5/data/test/fzoe7.jpg: 512x512 1 surgical, Done. (0.099s) image 890/2000 /content/yolov5/data/test/g2c0d.jpg: 512x512 2 N95s, Done. (0.097s) image 891/2000 /content/yolov5/data/test/g2d0d.jpg: 512x512 1 KN95, Done. (0.098s) image 892/2000 /content/yolov5/data/test/g2zdq.jpg: 512x512 1 cloth, Done. (0.098s) image 893/2000 /content/yolov5/data/test/g3g05.jpg: 512x512 1 KN95, Done. (0.099s) image 894/2000 /content/yolov5/data/test/g4hw7.jpg: 512x512 1 cloth, Done. (0.098s) image 895/2000 /content/yolov5/data/test/g4y3l.jpg: 512x512 1 N95, Done. (0.098s) image 896/2000 /content/yolov5/data/test/g5k49.jpg: 512x512 1 KN95, Done. (0.100s) image 897/2000 /content/yolov5/data/test/g770y.jpg: 512x512 1 cloth, Done. (0.099s) image 898/2000 /content/yolov5/data/test/g78gg.jpg: 512x512 1 surgical, Done. (0.100s) image 899/2000 /content/yolov5/data/test/g7b2z.jpg: 512x512 1 N95, Done. (0.104s) image 900/2000 /content/yolov5/data/test/g8ltq.jpg: 512x512 1 surgical, Done. (0.098s) image 901/2000 /content/yolov5/data/test/g8q2q.jpg: 512x512 1 cloth, Done. (0.098s) image 902/2000 /content/yolov5/data/test/g98au.jpg: 512x512 1 surgical, Done. (0.096s) image 903/2000 /content/yolov5/data/test/g9l5k.jpg: 512x512 1 KN95, Done. (0.100s) image 904/2000 /content/yolov5/data/test/gawbu.jpg: 512x512 1 surgical, Done. (0.100s) image 905/2000 /content/yolov5/data/test/gbrc9.jpg: 512x512 1 N95, Done. (0.100s) image 906/2000 /content/yolov5/data/test/gc275.jpg: 512x512 1 surgical, 1 KN95, Done. (0.100s) image 907/2000 /content/yolov5/data/test/gc9gc.jpg: 512x512 1 KN95, Done. (0.097s) image 908/2000 /content/yolov5/data/test/gctlm.jpg: 512x512 1 surgical, Done. (0.097s) image 909/2000 /content/yolov5/data/test/gd2oe.jpg: 512x512 1 cloth, Done. (0.097s) image 910/2000 /content/yolov5/data/test/ge088.jpg: 512x512 1 cloth, Done. (0.098s) image 911/2000 /content/yolov5/data/test/gf25v.jpg: 512x512 1 surgical, Done. (0.101s) image 912/2000 /content/yolov5/data/test/gf4v0.jpg: 512x512 1 N95, Done. (0.100s) image 913/2000 /content/yolov5/data/test/gf9xd.jpg: 512x512 1 N95, Done. (0.100s) image 914/2000 /content/yolov5/data/test/gfgst.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 915/2000 /content/yolov5/data/test/gfoze.jpg: 512x512 1 KN95, Done. (0.098s) image 916/2000 /content/yolov5/data/test/ggpnf.jpg: 512x512 1 surgical, Done. (0.098s) image 917/2000 /content/yolov5/data/test/ggts4.jpg: 512x512 1 cloth, Done. (0.101s) image 918/2000 /content/yolov5/data/test/gh2n7.jpg: 512x512 1 KN95, Done. (0.097s) image 919/2000 /content/yolov5/data/test/gi60j.jpg: 512x512 1 surgical, Done. (0.099s) image 920/2000 /content/yolov5/data/test/gjd0k.jpg: 512x512 1 surgical, Done. (0.101s) image 921/2000 /content/yolov5/data/test/gkmgm.jpg: 512x512 1 KN95, Done. (0.099s) image 922/2000 /content/yolov5/data/test/gkn1z.jpg: 512x512 1 N95, Done. (0.099s) image 923/2000 /content/yolov5/data/test/gksn6.jpg: 512x512 1 N95, Done. (0.098s) image 924/2000 /content/yolov5/data/test/gkxa9.jpg: 512x512 1 cloth, Done. (0.099s) image 925/2000 /content/yolov5/data/test/glmm5.jpg: 512x512 1 N95, Done. (0.098s) image 926/2000 /content/yolov5/data/test/glqk1.jpg: 512x512 1 N95, Done. (0.104s) image 927/2000 /content/yolov5/data/test/glrhn.jpg: 512x512 1 KN95, Done. (0.099s) image 928/2000 /content/yolov5/data/test/gn98v.jpg: 512x512 1 N95, Done. (0.099s) image 929/2000 /content/yolov5/data/test/gomnt.jpg: 512x512 1 surgical, Done. (0.099s) image 930/2000 /content/yolov5/data/test/goraz.jpg: 512x512 1 N95, 1 surgical, 4 KN95s, Done. (0.098s) image 931/2000 /content/yolov5/data/test/gp7ad.jpg: 512x512 1 KN95, Done. (0.100s) image 932/2000 /content/yolov5/data/test/gq2xw.jpg: 512x512 1 cloth, Done. (0.099s) image 933/2000 /content/yolov5/data/test/gqdtb.jpg: 512x512 1 surgical, Done. (0.099s) image 934/2000 /content/yolov5/data/test/gqg0g.jpg: 512x512 2 N95s, Done. (0.099s) image 935/2000 /content/yolov5/data/test/gqt74.jpg: 512x512 1 N95, Done. (0.099s) image 936/2000 /content/yolov5/data/test/grevp.jpg: 512x512 1 KN95, Done. (0.099s) image 937/2000 /content/yolov5/data/test/gruy4.jpg: 512x512 1 cloth, Done. (0.099s) image 938/2000 /content/yolov5/data/test/gst43.jpg: 512x512 1 KN95, Done. (0.098s) image 939/2000 /content/yolov5/data/test/gtyvn.jpg: 512x512 1 N95, Done. (0.098s) image 940/2000 /content/yolov5/data/test/gv89m.jpg: 512x512 1 N95, Done. (0.099s) image 941/2000 /content/yolov5/data/test/gvucx.jpg: 512x512 1 surgical, Done. (0.100s) image 942/2000 /content/yolov5/data/test/gw4a3.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.101s) image 943/2000 /content/yolov5/data/test/gwrnc.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 944/2000 /content/yolov5/data/test/gwwks.jpg: 512x512 1 cloth, Done. (0.098s) image 945/2000 /content/yolov5/data/test/gyymy.jpg: 512x512 1 N95, Done. (0.098s) image 946/2000 /content/yolov5/data/test/gzoz6.jpg: 512x512 1 cloth, Done. (0.099s) image 947/2000 /content/yolov5/data/test/h01q5.jpg: 512x512 1 cloth, Done. (0.097s) image 948/2000 /content/yolov5/data/test/h0b7j.jpg: 512x512 1 cloth, Done. (0.097s) image 949/2000 /content/yolov5/data/test/h0bm2.jpg: 512x512 1 KN95, Done. (0.099s) image 950/2000 /content/yolov5/data/test/h24vc.jpg: 512x512 1 surgical, Done. (0.099s) image 951/2000 /content/yolov5/data/test/h2gl1.jpg: 512x512 1 surgical, Done. (0.099s) image 952/2000 /content/yolov5/data/test/h2gvh.jpg: 512x512 1 surgical, Done. (0.098s) image 953/2000 /content/yolov5/data/test/h2sr6.jpg: 512x512 1 surgical, Done. (0.100s) image 954/2000 /content/yolov5/data/test/h34t1.jpg: 512x512 1 surgical, Done. (0.096s) image 955/2000 /content/yolov5/data/test/h3jlo.jpg: 512x512 1 KN95, Done. (0.099s) image 956/2000 /content/yolov5/data/test/h49rj.jpg: 512x512 1 cloth, Done. (0.097s) image 957/2000 /content/yolov5/data/test/h4zey.jpg: 512x512 1 surgical, Done. (0.099s) image 958/2000 /content/yolov5/data/test/h6bkl.jpg: 512x512 1 surgical, Done. (0.099s) image 959/2000 /content/yolov5/data/test/h6tjr.jpg: 512x512 1 cloth, Done. (0.099s) image 960/2000 /content/yolov5/data/test/h71ti.jpg: 512x512 1 N95, Done. (0.098s) image 961/2000 /content/yolov5/data/test/h72ls.jpg: 512x512 2 N95s, 1 KN95, Done. (0.097s) image 962/2000 /content/yolov5/data/test/h7y8l.jpg: 512x512 1 KN95, Done. (0.100s) image 963/2000 /content/yolov5/data/test/h804n.jpg: 512x512 1 N95, Done. (0.098s) image 964/2000 /content/yolov5/data/test/h8ram.jpg: 512x512 1 N95, Done. (0.098s) image 965/2000 /content/yolov5/data/test/h9bv4.jpg: 512x512 1 N95, Done. (0.100s) image 966/2000 /content/yolov5/data/test/hb4y2.jpg: 512x512 2 KN95s, Done. (0.099s) image 967/2000 /content/yolov5/data/test/hboqz.jpg: 512x512 1 cloth, Done. (0.098s) image 968/2000 /content/yolov5/data/test/hc1xv.jpg: 512x512 1 surgical, Done. (0.099s) image 969/2000 /content/yolov5/data/test/hd2a0.jpg: 512x512 1 KN95, Done. (0.098s) image 970/2000 /content/yolov5/data/test/hdoca.jpg: 512x512 1 surgical, Done. (0.097s) image 971/2000 /content/yolov5/data/test/hdrdp.jpg: 512x512 1 surgical, Done. (0.099s) image 972/2000 /content/yolov5/data/test/he277.jpg: 512x512 1 surgical, Done. (0.097s) image 973/2000 /content/yolov5/data/test/heict.jpg: 512x512 1 KN95, Done. (0.100s) image 974/2000 /content/yolov5/data/test/hepz3.jpg: 512x512 1 N95, Done. (0.099s) image 975/2000 /content/yolov5/data/test/hfhvq.jpg: 512x512 1 surgical, Done. (0.099s) image 976/2000 /content/yolov5/data/test/hgvzw.jpg: 512x512 1 KN95, Done. (0.098s) image 977/2000 /content/yolov5/data/test/hhh9a.jpg: 512x512 1 cloth, Done. (0.099s) image 978/2000 /content/yolov5/data/test/hhit8.jpg: 512x512 1 cloth, Done. (0.098s) image 979/2000 /content/yolov5/data/test/hhzkv.jpg: 512x512 1 N95, Done. (0.098s) image 980/2000 /content/yolov5/data/test/hjybn.jpg: 512x512 1 surgical, 2 KN95s, Done. (0.104s) image 981/2000 /content/yolov5/data/test/hkegu.jpg: 512x512 1 N95, Done. (0.099s) image 982/2000 /content/yolov5/data/test/hkrvh.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 983/2000 /content/yolov5/data/test/hlbtc.jpg: 512x512 1 surgical, Done. (0.098s) image 984/2000 /content/yolov5/data/test/hm3nl.jpg: 512x512 1 N95, Done. (0.098s) image 985/2000 /content/yolov5/data/test/hmlio.jpg: 512x512 2 surgicals, Done. (0.098s) image 986/2000 /content/yolov5/data/test/hnqtk.jpg: 512x512 1 cloth, Done. (0.099s) image 987/2000 /content/yolov5/data/test/hoyip.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 988/2000 /content/yolov5/data/test/hpt7y.jpg: 512x512 1 surgical, Done. (0.100s) image 989/2000 /content/yolov5/data/test/hpyam.jpg: 512x512 1 cloth, Done. (0.100s) image 990/2000 /content/yolov5/data/test/hqqkl.jpg: 512x512 1 cloth, Done. (0.098s) image 991/2000 /content/yolov5/data/test/hr6aa.jpg: 512x512 1 N95, Done. (0.098s) image 992/2000 /content/yolov5/data/test/hridg.jpg: 512x512 1 N95, 1 KN95, Done. (0.097s) image 993/2000 /content/yolov5/data/test/hvt8x.jpg: 512x512 1 surgical, Done. (0.098s) image 994/2000 /content/yolov5/data/test/hwgir.jpg: 512x512 1 cloth, Done. (0.099s) image 995/2000 /content/yolov5/data/test/hwheb.jpg: 512x512 1 N95, Done. (0.099s) image 996/2000 /content/yolov5/data/test/hxvsd.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 997/2000 /content/yolov5/data/test/hypgz.jpg: 512x512 1 surgical, Done. (0.098s) image 998/2000 /content/yolov5/data/test/hyrtw.jpg: 512x512 1 cloth, Done. (0.099s) image 999/2000 /content/yolov5/data/test/hz852.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1000/2000 /content/yolov5/data/test/i0m19.jpg: 512x512 1 cloth, Done. (0.098s) image 1001/2000 /content/yolov5/data/test/i108s.jpg: 512x512 1 KN95, Done. (0.099s) image 1002/2000 /content/yolov5/data/test/i1k5f.jpg: 512x512 1 N95, Done. (0.100s) image 1003/2000 /content/yolov5/data/test/i30la.jpg: 512x512 1 surgical, Done. (0.098s) image 1004/2000 /content/yolov5/data/test/i3yh5.jpg: 512x512 2 N95s, Done. (0.100s) image 1005/2000 /content/yolov5/data/test/i45ud.jpg: 512x512 1 surgical, Done. (0.099s) image 1006/2000 /content/yolov5/data/test/i6zyf.jpg: 512x512 1 cloth, Done. (0.098s) image 1007/2000 /content/yolov5/data/test/i75qo.jpg: 512x512 1 N95, Done. (0.101s) image 1008/2000 /content/yolov5/data/test/i7v6j.jpg: 512x512 1 N95, Done. (0.097s) image 1009/2000 /content/yolov5/data/test/i8dn1.jpg: 512x512 1 surgical, Done. (0.099s) image 1010/2000 /content/yolov5/data/test/i8l95.jpg: 512x512 1 cloth, 1 KN95, Done. (0.099s) image 1011/2000 /content/yolov5/data/test/i8lyk.jpg: 512x512 1 N95, Done. (0.098s) image 1012/2000 /content/yolov5/data/test/i9jef.jpg: 512x512 1 KN95, Done. (0.099s) image 1013/2000 /content/yolov5/data/test/i9pwr.jpg: 512x512 1 KN95, Done. (0.099s) image 1014/2000 /content/yolov5/data/test/iaaqy.jpg: 512x512 1 cloth, Done. (0.099s) image 1015/2000 /content/yolov5/data/test/iaxwc.jpg: 512x512 1 cloth, Done. (0.099s) image 1016/2000 /content/yolov5/data/test/icg9s.jpg: 512x512 1 KN95, Done. (0.104s) image 1017/2000 /content/yolov5/data/test/iczcw.jpg: 512x512 1 KN95, Done. (0.100s) image 1018/2000 /content/yolov5/data/test/ifacc.jpg: 512x512 1 surgical, 1 KN95, Done. (0.100s) image 1019/2000 /content/yolov5/data/test/ifdrn.jpg: 512x512 1 KN95, Done. (0.099s) image 1020/2000 /content/yolov5/data/test/ifl6t.jpg: 512x512 1 surgical, Done. (0.099s) image 1021/2000 /content/yolov5/data/test/ihiwi.jpg: 512x512 1 KN95, Done. (0.098s) image 1022/2000 /content/yolov5/data/test/ihusr.jpg: 512x512 1 surgical, Done. (0.098s) image 1023/2000 /content/yolov5/data/test/iiabf.jpg: 512x512 1 KN95, Done. (0.098s) image 1024/2000 /content/yolov5/data/test/iieno.jpg: 512x512 1 cloth, Done. (0.100s) image 1025/2000 /content/yolov5/data/test/iigih.jpg: 512x512 1 surgical, Done. (0.104s) image 1026/2000 /content/yolov5/data/test/ij0b9.jpg: 512x512 1 surgical, Done. (0.099s) image 1027/2000 /content/yolov5/data/test/ikgym.jpg: 512x512 1 N95, Done. (0.098s) image 1028/2000 /content/yolov5/data/test/ikyan.jpg: 512x512 1 surgical, Done. (0.099s) image 1029/2000 /content/yolov5/data/test/il0tu.jpg: 512x512 1 surgical, Done. (0.099s) image 1030/2000 /content/yolov5/data/test/inokk.jpg: 512x512 1 KN95, Done. (0.099s) image 1031/2000 /content/yolov5/data/test/iom2d.jpg: 512x512 1 KN95, Done. (0.099s) image 1032/2000 /content/yolov5/data/test/iowzo.jpg: 512x512 1 KN95, Done. (0.101s) image 1033/2000 /content/yolov5/data/test/ioyr2.jpg: 512x512 1 surgical, Done. (0.101s) image 1034/2000 /content/yolov5/data/test/ip52t.jpg: 512x512 1 KN95, Done. (0.104s) image 1035/2000 /content/yolov5/data/test/ipm1i.jpg: 512x512 2 N95s, 1 surgical, Done. (0.099s) image 1036/2000 /content/yolov5/data/test/ipnas.jpg: 512x512 1 cloth, Done. (0.099s) image 1037/2000 /content/yolov5/data/test/iq73c.jpg: 512x512 1 N95, Done. (0.099s) image 1038/2000 /content/yolov5/data/test/isyz5.jpg: 512x512 1 N95, Done. (0.099s) image 1039/2000 /content/yolov5/data/test/ituop.jpg: 512x512 2 N95s, Done. (0.100s) image 1040/2000 /content/yolov5/data/test/iu3g4.jpg: 512x512 1 N95, Done. (0.099s) image 1041/2000 /content/yolov5/data/test/ivj2y.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.098s) image 1042/2000 /content/yolov5/data/test/iwdii.jpg: 512x512 1 cloth, Done. (0.099s) image 1043/2000 /content/yolov5/data/test/iwi89.jpg: 512x512 1 N95, Done. (0.102s) image 1044/2000 /content/yolov5/data/test/ix8qr.jpg: 512x512 1 N95, Done. (0.098s) image 1045/2000 /content/yolov5/data/test/ixily.jpg: 512x512 1 surgical, Done. (0.097s) image 1046/2000 /content/yolov5/data/test/iy7sr.jpg: 512x512 1 cloth, Done. (0.098s) image 1047/2000 /content/yolov5/data/test/iz187.jpg: 512x512 1 cloth, Done. (0.099s) image 1048/2000 /content/yolov5/data/test/j072l.jpg: 512x512 1 cloth, Done. (0.099s) image 1049/2000 /content/yolov5/data/test/j0bld.jpg: 512x512 1 cloth, Done. (0.099s) image 1050/2000 /content/yolov5/data/test/j0spu.jpg: 512x512 1 KN95, Done. (0.098s) image 1051/2000 /content/yolov5/data/test/j0xaa.jpg: 512x512 1 cloth, Done. (0.099s) image 1052/2000 /content/yolov5/data/test/j2mxs.jpg: 512x512 1 surgical, Done. (0.100s) image 1053/2000 /content/yolov5/data/test/j31z6.jpg: 512x512 1 surgical, Done. (0.098s) image 1054/2000 /content/yolov5/data/test/j36jx.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 1055/2000 /content/yolov5/data/test/j36sg.jpg: 512x512 1 cloth, Done. (0.099s) image 1056/2000 /content/yolov5/data/test/j3btn.jpg: 512x512 1 N95, Done. (0.097s) image 1057/2000 /content/yolov5/data/test/j4fbl.jpg: 512x512 1 cloth, Done. (0.099s) image 1058/2000 /content/yolov5/data/test/j4tg6.jpg: 512x512 1 KN95, Done. (0.098s) image 1059/2000 /content/yolov5/data/test/j52ab.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 1060/2000 /content/yolov5/data/test/j5l8f.jpg: 512x512 1 KN95, Done. (0.098s) image 1061/2000 /content/yolov5/data/test/j802a.jpg: 512x512 1 KN95, Done. (0.103s) image 1062/2000 /content/yolov5/data/test/j8cfv.jpg: 512x512 1 KN95, Done. (0.101s) image 1063/2000 /content/yolov5/data/test/j8na8.jpg: 512x512 1 N95, 1 cloth, Done. (0.098s) image 1064/2000 /content/yolov5/data/test/j8zk7.jpg: 512x512 1 surgical, Done. (0.098s) image 1065/2000 /content/yolov5/data/test/j9do5.jpg: 512x512 1 surgical, Done. (0.099s) image 1066/2000 /content/yolov5/data/test/j9tu5.jpg: 512x512 1 KN95, Done. (0.099s) image 1067/2000 /content/yolov5/data/test/jaexe.jpg: 512x512 1 N95, Done. (0.098s) image 1068/2000 /content/yolov5/data/test/jat2v.jpg: 512x512 1 cloth, Done. (0.097s) image 1069/2000 /content/yolov5/data/test/jazu7.jpg: 512x512 1 cloth, Done. (0.100s) image 1070/2000 /content/yolov5/data/test/jbwbl.jpg: 512x512 2 cloths, Done. (0.105s) image 1071/2000 /content/yolov5/data/test/jcbvg.jpg: 512x512 1 surgical, Done. (0.098s) image 1072/2000 /content/yolov5/data/test/jdgq7.jpg: 512x512 1 surgical, Done. (0.098s) image 1073/2000 /content/yolov5/data/test/jdlva.jpg: 512x512 1 cloth, Done. (0.098s) image 1074/2000 /content/yolov5/data/test/jeekh.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 1075/2000 /content/yolov5/data/test/jexz4.jpg: 512x512 1 cloth, Done. (0.098s) image 1076/2000 /content/yolov5/data/test/jey9j.jpg: 512x512 1 surgical, Done. (0.099s) image 1077/2000 /content/yolov5/data/test/jfso1.jpg: 512x512 1 N95, Done. (0.100s) image 1078/2000 /content/yolov5/data/test/jgjd4.jpg: 512x512 1 N95, Done. (0.099s) image 1079/2000 /content/yolov5/data/test/jgox3.jpg: 512x512 1 cloth, Done. (0.104s) image 1080/2000 /content/yolov5/data/test/jhz5p.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1081/2000 /content/yolov5/data/test/jiohy.jpg: 512x512 1 N95, 1 cloth, Done. (0.098s) image 1082/2000 /content/yolov5/data/test/jiz0v.jpg: 512x512 1 cloth, Done. (0.098s) image 1083/2000 /content/yolov5/data/test/jjmbk.jpg: 512x512 1 surgical, Done. (0.099s) image 1084/2000 /content/yolov5/data/test/jjtws.jpg: 512x512 2 KN95s, Done. (0.103s) image 1085/2000 /content/yolov5/data/test/jkqts.jpg: 512x512 1 N95, Done. (0.100s) image 1086/2000 /content/yolov5/data/test/jlb6y.jpg: 512x512 1 KN95, Done. (0.099s) image 1087/2000 /content/yolov5/data/test/jlefw.jpg: 512x512 1 surgical, Done. (0.098s) image 1088/2000 /content/yolov5/data/test/jlft1.jpg: 512x512 1 cloth, Done. (0.100s) image 1089/2000 /content/yolov5/data/test/jmoks.jpg: 512x512 1 surgical, Done. (0.096s) image 1090/2000 /content/yolov5/data/test/jnd9c.jpg: 512x512 1 surgical, Done. (0.099s) image 1091/2000 /content/yolov5/data/test/jnihi.jpg: 512x512 1 surgical, Done. (0.100s) image 1092/2000 /content/yolov5/data/test/jnuko.jpg: 512x512 1 KN95, Done. (0.100s) image 1093/2000 /content/yolov5/data/test/jnw7u.jpg: 512x512 4 KN95s, Done. (0.098s) image 1094/2000 /content/yolov5/data/test/jnwdj.jpg: 512x512 1 KN95, Done. (0.099s) image 1095/2000 /content/yolov5/data/test/jo7jh.jpg: 512x512 1 surgical, Done. (0.099s) image 1096/2000 /content/yolov5/data/test/jokyl.jpg: 512x512 1 N95, Done. (0.098s) image 1097/2000 /content/yolov5/data/test/jp01w.jpg: 512x512 1 KN95, Done. (0.099s) image 1098/2000 /content/yolov5/data/test/jp3x2.jpg: 512x512 1 surgical, Done. (0.097s) image 1099/2000 /content/yolov5/data/test/jpcuq.jpg: 512x512 1 KN95, Done. (0.099s) image 1100/2000 /content/yolov5/data/test/jqe9j.jpg: 512x512 1 KN95, Done. (0.099s) image 1101/2000 /content/yolov5/data/test/jqzwi.jpg: 512x512 1 N95, Done. (0.098s) image 1102/2000 /content/yolov5/data/test/jrt60.jpg: 512x512 1 N95, Done. (0.099s) image 1103/2000 /content/yolov5/data/test/jtazp.jpg: 512x512 1 N95, Done. (0.099s) image 1104/2000 /content/yolov5/data/test/jvcz8.jpg: 512x512 1 N95, Done. (0.099s) image 1105/2000 /content/yolov5/data/test/jvknc.jpg: 512x512 1 N95, Done. (0.098s) image 1106/2000 /content/yolov5/data/test/jvvlv.jpg: 512x512 1 cloth, Done. (0.108s) image 1107/2000 /content/yolov5/data/test/jwkyk.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 1108/2000 /content/yolov5/data/test/jwp6t.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1109/2000 /content/yolov5/data/test/jxuso.jpg: 512x512 1 surgical, Done. (0.099s) image 1110/2000 /content/yolov5/data/test/jydgb.jpg: 512x512 1 surgical, Done. (0.099s) image 1111/2000 /content/yolov5/data/test/jyibe.jpg: 512x512 1 N95, Done. (0.098s) image 1112/2000 /content/yolov5/data/test/jz69f.jpg: 512x512 1 cloth, 3 KN95s, Done. (0.098s) image 1113/2000 /content/yolov5/data/test/jzrmm.jpg: 512x512 1 surgical, Done. (0.100s) image 1114/2000 /content/yolov5/data/test/k1elw.jpg: 512x512 1 surgical, 1 KN95, Done. (0.101s) image 1115/2000 /content/yolov5/data/test/k1nz8.jpg: 512x512 1 surgical, Done. (0.100s) image 1116/2000 /content/yolov5/data/test/k1t4o.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 1117/2000 /content/yolov5/data/test/k33hw.jpg: 512x512 1 surgical, Done. (0.098s) image 1118/2000 /content/yolov5/data/test/k3eh6.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.099s) image 1119/2000 /content/yolov5/data/test/k3kpm.jpg: 512x512 1 surgical, Done. (0.098s) image 1120/2000 /content/yolov5/data/test/k3r2n.jpg: 512x512 1 cloth, Done. (0.099s) image 1121/2000 /content/yolov5/data/test/k499k.jpg: 512x512 1 N95, Done. (0.099s) image 1122/2000 /content/yolov5/data/test/k4bad.jpg: 512x512 1 surgical, 1 KN95, Done. (0.100s) image 1123/2000 /content/yolov5/data/test/k6cew.jpg: 512x512 1 N95, Done. (0.097s) image 1124/2000 /content/yolov5/data/test/k6k5h.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 1125/2000 /content/yolov5/data/test/k6tff.jpg: 512x512 1 cloth, Done. (0.098s) image 1126/2000 /content/yolov5/data/test/k719i.jpg: 512x512 1 surgical, 1 cloth, 2 KN95s, Done. (0.098s) image 1127/2000 /content/yolov5/data/test/k7dx0.jpg: 512x512 1 surgical, Done. (0.098s) image 1128/2000 /content/yolov5/data/test/k7nik.jpg: 512x512 1 cloth, Done. (0.100s) image 1129/2000 /content/yolov5/data/test/k83q0.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 1130/2000 /content/yolov5/data/test/k8nov.jpg: 512x512 1 surgical, Done. (0.098s) image 1131/2000 /content/yolov5/data/test/k92ve.jpg: 512x512 1 N95, Done. (0.096s) image 1132/2000 /content/yolov5/data/test/k9b5n.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 1133/2000 /content/yolov5/data/test/k9i7k.jpg: 512x512 1 surgical, 1 cloth, Done. (0.101s) image 1134/2000 /content/yolov5/data/test/k9xsv.jpg: 512x512 1 N95, 1 surgical, 3 KN95s, Done. (0.098s) image 1135/2000 /content/yolov5/data/test/kacz5.jpg: 512x512 1 N95, Done. (0.099s) image 1136/2000 /content/yolov5/data/test/kayy1.jpg: 512x512 2 N95s, Done. (0.099s) image 1137/2000 /content/yolov5/data/test/kb49m.jpg: 512x512 1 cloth, Done. (0.099s) image 1138/2000 /content/yolov5/data/test/kb7v3.jpg: 512x512 1 cloth, 2 KN95s, Done. (0.099s) image 1139/2000 /content/yolov5/data/test/kbaxc.jpg: 512x512 1 surgical, Done. (0.098s) image 1140/2000 /content/yolov5/data/test/kbxpv.jpg: 512x512 1 cloth, Done. (0.098s) image 1141/2000 /content/yolov5/data/test/kcm7j.jpg: 512x512 2 cloths, Done. (0.099s) image 1142/2000 /content/yolov5/data/test/kcp8a.jpg: 512x512 1 surgical, Done. (0.098s) image 1143/2000 /content/yolov5/data/test/ke11k.jpg: 512x512 1 surgical, Done. (0.099s) image 1144/2000 /content/yolov5/data/test/ke4zq.jpg: 512x512 1 surgical, Done. (0.102s) image 1145/2000 /content/yolov5/data/test/ke97i.jpg: 512x512 1 surgical, Done. (0.097s) image 1146/2000 /content/yolov5/data/test/kf7cf.jpg: 512x512 1 N95, Done. (0.098s) image 1147/2000 /content/yolov5/data/test/kg19s.jpg: 512x512 1 N95, Done. (0.099s) image 1148/2000 /content/yolov5/data/test/kgxw6.jpg: 512x512 1 KN95, Done. (0.108s) image 1149/2000 /content/yolov5/data/test/khder.jpg: 512x512 1 KN95, Done. (0.099s) image 1150/2000 /content/yolov5/data/test/kj1aw.jpg: 512x512 1 KN95, Done. (0.100s) image 1151/2000 /content/yolov5/data/test/kjiho.jpg: 512x512 1 surgical, Done. (0.098s) image 1152/2000 /content/yolov5/data/test/kjoqj.jpg: 512x512 1 surgical, Done. (0.097s) image 1153/2000 /content/yolov5/data/test/kjp5v.jpg: 512x512 1 surgical, Done. (0.098s) image 1154/2000 /content/yolov5/data/test/kjphs.jpg: 512x512 1 KN95, Done. (0.099s) image 1155/2000 /content/yolov5/data/test/kkfv3.jpg: 512x512 3 N95s, 1 KN95, Done. (0.098s) image 1156/2000 /content/yolov5/data/test/kkkms.jpg: 512x512 1 cloth, Done. (0.100s) image 1157/2000 /content/yolov5/data/test/kmpns.jpg: 512x512 1 surgical, Done. (0.099s) image 1158/2000 /content/yolov5/data/test/kqnjr.jpg: 512x512 1 cloth, Done. (0.099s) image 1159/2000 /content/yolov5/data/test/ks4p2.jpg: 512x512 1 N95, Done. (0.099s) image 1160/2000 /content/yolov5/data/test/kt3mm.jpg: 512x512 1 cloth, Done. (0.097s) image 1161/2000 /content/yolov5/data/test/ktd56.jpg: 512x512 4 KN95s, Done. (0.097s) image 1162/2000 /content/yolov5/data/test/ktfph.jpg: 512x512 1 N95, Done. (0.098s) image 1163/2000 /content/yolov5/data/test/kuid9.jpg: 512x512 1 surgical, Done. (0.098s) image 1164/2000 /content/yolov5/data/test/kuk13.jpg: 512x512 1 N95, Done. (0.099s) image 1165/2000 /content/yolov5/data/test/kv1zf.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1166/2000 /content/yolov5/data/test/kx408.jpg: 512x512 1 cloth, Done. (0.099s) image 1167/2000 /content/yolov5/data/test/kxyio.jpg: 512x512 1 surgical, Done. (0.099s) image 1168/2000 /content/yolov5/data/test/kysoo.jpg: 512x512 1 KN95, Done. (0.096s) image 1169/2000 /content/yolov5/data/test/kyy3o.jpg: 512x512 1 surgical, Done. (0.099s) image 1170/2000 /content/yolov5/data/test/kz29t.jpg: 512x512 1 surgical, Done. (0.098s) image 1171/2000 /content/yolov5/data/test/kzemq.jpg: 512x512 1 cloth, Done. (0.098s) image 1172/2000 /content/yolov5/data/test/kzp56.jpg: 512x512 1 surgical, Done. (0.099s) image 1173/2000 /content/yolov5/data/test/l1h4z.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1174/2000 /content/yolov5/data/test/l1l95.jpg: 512x512 1 KN95, Done. (0.099s) image 1175/2000 /content/yolov5/data/test/l1pgt.jpg: 512x512 2 surgicals, Done. (0.098s) image 1176/2000 /content/yolov5/data/test/l211c.jpg: 512x512 Done. (0.098s) image 1177/2000 /content/yolov5/data/test/l29mh.jpg: 512x512 1 N95, Done. (0.098s) image 1178/2000 /content/yolov5/data/test/l2jtm.jpg: 512x512 1 N95, Done. (0.098s) image 1179/2000 /content/yolov5/data/test/l2k7u.jpg: 512x512 1 KN95, Done. (0.100s) image 1180/2000 /content/yolov5/data/test/l34q4.jpg: 512x512 1 surgical, Done. (0.100s) image 1181/2000 /content/yolov5/data/test/l3web.jpg: 512x512 1 N95, Done. (0.100s) image 1182/2000 /content/yolov5/data/test/l3y68.jpg: 512x512 2 KN95s, Done. (0.099s) image 1183/2000 /content/yolov5/data/test/l5h6z.jpg: 512x512 1 surgical, Done. (0.098s) image 1184/2000 /content/yolov5/data/test/l6egu.jpg: 512x512 1 cloth, Done. (0.099s) image 1185/2000 /content/yolov5/data/test/l6gfu.jpg: 512x512 1 surgical, Done. (0.099s) image 1186/2000 /content/yolov5/data/test/l6rqu.jpg: 512x512 1 surgical, Done. (0.099s) image 1187/2000 /content/yolov5/data/test/l77xe.jpg: 512x512 1 KN95, Done. (0.099s) image 1188/2000 /content/yolov5/data/test/l7dg8.jpg: 512x512 1 cloth, Done. (0.099s) image 1189/2000 /content/yolov5/data/test/l7s58.jpg: 512x512 1 N95, Done. (0.102s) image 1190/2000 /content/yolov5/data/test/l8563.jpg: 512x512 1 N95, Done. (0.098s) image 1191/2000 /content/yolov5/data/test/l9sb6.jpg: 512x512 2 N95s, Done. (0.098s) image 1192/2000 /content/yolov5/data/test/l9tt7.jpg: 512x512 1 surgical, Done. (0.098s) image 1193/2000 /content/yolov5/data/test/lb6z5.jpg: 512x512 1 cloth, Done. (0.107s) image 1194/2000 /content/yolov5/data/test/lbcce.jpg: 512x512 1 cloth, Done. (0.099s) image 1195/2000 /content/yolov5/data/test/lc96u.jpg: 512x512 1 cloth, Done. (0.099s) image 1196/2000 /content/yolov5/data/test/lcusw.jpg: 512x512 1 surgical, Done. (0.098s) image 1197/2000 /content/yolov5/data/test/le677.jpg: 512x512 1 KN95, Done. (0.099s) image 1198/2000 /content/yolov5/data/test/leb2q.jpg: 512x512 1 surgical, Done. (0.097s) image 1199/2000 /content/yolov5/data/test/lf092.jpg: 512x512 1 cloth, Done. (0.099s) image 1200/2000 /content/yolov5/data/test/lfbhn.jpg: 512x512 1 surgical, Done. (0.099s) image 1201/2000 /content/yolov5/data/test/lfxee.jpg: 512x512 1 surgical, Done. (0.099s) image 1202/2000 /content/yolov5/data/test/lgsjl.jpg: 512x512 1 KN95, Done. (0.100s) image 1203/2000 /content/yolov5/data/test/lhinm.jpg: 512x512 1 N95, Done. (0.098s) image 1204/2000 /content/yolov5/data/test/lhj1v.jpg: 512x512 1 KN95, Done. (0.100s) image 1205/2000 /content/yolov5/data/test/lhre8.jpg: 512x512 1 surgical, Done. (0.098s) image 1206/2000 /content/yolov5/data/test/li2zn.jpg: 512x512 2 N95s, Done. (0.097s) image 1207/2000 /content/yolov5/data/test/lj88z.jpg: 512x512 1 KN95, Done. (0.098s) image 1208/2000 /content/yolov5/data/test/lkild.jpg: 512x512 1 surgical, Done. (0.099s) image 1209/2000 /content/yolov5/data/test/ll5f7.jpg: 512x512 1 surgical, Done. (0.100s) image 1210/2000 /content/yolov5/data/test/llbux.jpg: 512x512 1 N95, Done. (0.099s) image 1211/2000 /content/yolov5/data/test/lmgso.jpg: 512x512 1 KN95, Done. (0.100s) image 1212/2000 /content/yolov5/data/test/lmniw.jpg: 512x512 1 surgical, Done. (0.100s) image 1213/2000 /content/yolov5/data/test/lojxt.jpg: 512x512 2 N95s, Done. (0.099s) image 1214/2000 /content/yolov5/data/test/lpb0i.jpg: 512x512 1 N95, Done. (0.098s) image 1215/2000 /content/yolov5/data/test/lpeuf.jpg: 512x512 1 cloth, Done. (0.097s) image 1216/2000 /content/yolov5/data/test/lq1ce.jpg: 512x512 1 KN95, Done. (0.098s) image 1217/2000 /content/yolov5/data/test/lqy9q.jpg: 512x512 1 N95, Done. (0.099s) image 1218/2000 /content/yolov5/data/test/ltcyp.jpg: 512x512 1 N95, Done. (0.099s) image 1219/2000 /content/yolov5/data/test/ltsn1.jpg: 512x512 1 KN95, Done. (0.099s) image 1220/2000 /content/yolov5/data/test/luidm.jpg: 512x512 1 KN95, Done. (0.098s) image 1221/2000 /content/yolov5/data/test/lvymr.jpg: 512x512 1 surgical, Done. (0.099s) image 1222/2000 /content/yolov5/data/test/lwhmt.jpg: 512x512 1 KN95, Done. (0.098s) image 1223/2000 /content/yolov5/data/test/lxnm5.jpg: 512x512 1 N95, Done. (0.098s) image 1224/2000 /content/yolov5/data/test/lywjl.jpg: 512x512 1 cloth, 1 KN95, Done. (0.099s) image 1225/2000 /content/yolov5/data/test/lz3ut.jpg: 512x512 1 surgical, Done. (0.098s) image 1226/2000 /content/yolov5/data/test/lz4kc.jpg: 512x512 3 KN95s, Done. (0.099s) image 1227/2000 /content/yolov5/data/test/m07zl.jpg: 512x512 1 KN95, Done. (0.099s) image 1228/2000 /content/yolov5/data/test/m0avh.jpg: 512x512 1 N95, Done. (0.099s) image 1229/2000 /content/yolov5/data/test/m15r8.jpg: 512x512 1 N95, Done. (0.098s) image 1230/2000 /content/yolov5/data/test/m1yqh.jpg: 512x512 1 N95, Done. (0.099s) image 1231/2000 /content/yolov5/data/test/m229w.jpg: 512x512 1 surgical, Done. (0.097s) image 1232/2000 /content/yolov5/data/test/m2dw0.jpg: 512x512 1 KN95, Done. (0.100s) image 1233/2000 /content/yolov5/data/test/m3jm4.jpg: 512x512 1 KN95, Done. (0.100s) image 1234/2000 /content/yolov5/data/test/m4evf.jpg: 512x512 1 surgical, Done. (0.100s) image 1235/2000 /content/yolov5/data/test/m4gds.jpg: 512x512 1 KN95, Done. (0.100s) image 1236/2000 /content/yolov5/data/test/m4uv9.jpg: 512x512 2 cloths, Done. (0.100s) image 1237/2000 /content/yolov5/data/test/m5269.jpg: 512x512 1 cloth, Done. (0.098s) image 1238/2000 /content/yolov5/data/test/m5jhz.jpg: 512x512 1 KN95, Done. (0.099s) image 1239/2000 /content/yolov5/data/test/m6gcv.jpg: 512x512 1 KN95, Done. (0.099s) image 1240/2000 /content/yolov5/data/test/m6p5x.jpg: 512x512 1 N95, Done. (0.099s) image 1241/2000 /content/yolov5/data/test/m7sep.jpg: 512x512 2 N95s, Done. (0.099s) image 1242/2000 /content/yolov5/data/test/m83r1.jpg: 512x512 1 N95, Done. (0.099s) image 1243/2000 /content/yolov5/data/test/m86v5.jpg: 512x512 1 N95, Done. (0.098s) image 1244/2000 /content/yolov5/data/test/m8q57.jpg: 512x512 1 KN95, Done. (0.099s) image 1245/2000 /content/yolov5/data/test/ma2vb.jpg: 512x512 1 KN95, Done. (0.099s) image 1246/2000 /content/yolov5/data/test/math9.jpg: 512x512 1 KN95, Done. (0.099s) image 1247/2000 /content/yolov5/data/test/mbef8.jpg: 512x512 1 cloth, Done. (0.099s) image 1248/2000 /content/yolov5/data/test/mdf75.jpg: 512x512 1 KN95, Done. (0.099s) image 1249/2000 /content/yolov5/data/test/mf0zg.jpg: 512x512 1 N95, Done. (0.099s) image 1250/2000 /content/yolov5/data/test/mfpd2.jpg: 512x512 2 surgicals, Done. (0.098s) image 1251/2000 /content/yolov5/data/test/mge3u.jpg: 512x512 1 KN95, Done. (0.098s) image 1252/2000 /content/yolov5/data/test/mhcdd.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 1253/2000 /content/yolov5/data/test/mhphh.jpg: 512x512 1 N95, Done. (0.098s) image 1254/2000 /content/yolov5/data/test/mhvmn.jpg: 512x512 1 KN95, Done. (0.099s) image 1255/2000 /content/yolov5/data/test/mi4nn.jpg: 512x512 1 surgical, Done. (0.099s) image 1256/2000 /content/yolov5/data/test/mizjc.jpg: 512x512 1 surgical, Done. (0.099s) image 1257/2000 /content/yolov5/data/test/mj3ee.jpg: 512x512 1 KN95, Done. (0.099s) image 1258/2000 /content/yolov5/data/test/mjav6.jpg: 512x512 1 surgical, Done. (0.099s) image 1259/2000 /content/yolov5/data/test/mju5o.jpg: 512x512 1 N95, Done. (0.098s) image 1260/2000 /content/yolov5/data/test/ml7ek.jpg: 512x512 1 cloth, 2 KN95s, Done. (0.098s) image 1261/2000 /content/yolov5/data/test/mmbpl.jpg: 512x512 1 N95, Done. (0.099s) image 1262/2000 /content/yolov5/data/test/mmnhl.jpg: 512x512 1 cloth, Done. (0.099s) image 1263/2000 /content/yolov5/data/test/mn2qg.jpg: 512x512 1 cloth, Done. (0.100s) image 1264/2000 /content/yolov5/data/test/mpds5.jpg: 512x512 1 N95, Done. (0.099s) image 1265/2000 /content/yolov5/data/test/mplc7.jpg: 512x512 1 surgical, Done. (0.099s) image 1266/2000 /content/yolov5/data/test/mpu4l.jpg: 512x512 1 N95, Done. (0.099s) image 1267/2000 /content/yolov5/data/test/mpwzv.jpg: 512x512 1 cloth, Done. (0.099s) image 1268/2000 /content/yolov5/data/test/mq195.jpg: 512x512 1 N95, Done. (0.098s) image 1269/2000 /content/yolov5/data/test/mru6u.jpg: 512x512 1 N95, Done. (0.099s) image 1270/2000 /content/yolov5/data/test/mrx1b.jpg: 512x512 1 cloth, Done. (0.100s) image 1271/2000 /content/yolov5/data/test/mt5y4.jpg: 512x512 1 cloth, Done. (0.099s) image 1272/2000 /content/yolov5/data/test/mtfiw.jpg: 512x512 1 surgical, Done. (0.099s) image 1273/2000 /content/yolov5/data/test/mu2fh.jpg: 512x512 1 surgical, Done. (0.098s) image 1274/2000 /content/yolov5/data/test/muntl.jpg: 512x512 1 surgical, 1 cloth, Done. (0.098s) image 1275/2000 /content/yolov5/data/test/mvczy.jpg: 512x512 1 KN95, Done. (0.097s) image 1276/2000 /content/yolov5/data/test/mvu38.jpg: 512x512 1 N95, Done. (0.097s) image 1277/2000 /content/yolov5/data/test/mwq6v.jpg: 512x512 1 cloth, Done. (0.099s) image 1278/2000 /content/yolov5/data/test/mxiz6.jpg: 512x512 1 surgical, Done. (0.100s) image 1279/2000 /content/yolov5/data/test/mzb33.jpg: 512x512 1 surgical, Done. (0.100s) image 1280/2000 /content/yolov5/data/test/mzopa.jpg: 512x512 1 cloth, Done. (0.099s) image 1281/2000 /content/yolov5/data/test/n13bh.jpg: 512x512 1 KN95, Done. (0.099s) image 1282/2000 /content/yolov5/data/test/n1ept.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 1283/2000 /content/yolov5/data/test/n2fnh.jpg: 512x512 1 surgical, 1 cloth, Done. (0.098s) image 1284/2000 /content/yolov5/data/test/n30e8.jpg: 512x512 1 surgical, Done. (0.099s) image 1285/2000 /content/yolov5/data/test/n3ina.jpg: 512x512 2 N95s, Done. (0.099s) image 1286/2000 /content/yolov5/data/test/n3jy1.jpg: 512x512 1 N95, Done. (0.099s) image 1287/2000 /content/yolov5/data/test/n4f1e.jpg: 512x512 1 cloth, Done. (0.098s) image 1288/2000 /content/yolov5/data/test/n4ida.jpg: 512x512 1 KN95, Done. (0.099s) image 1289/2000 /content/yolov5/data/test/n4nz1.jpg: 512x512 1 N95, Done. (0.099s) image 1290/2000 /content/yolov5/data/test/n5ehy.jpg: 512x512 1 cloth, Done. (0.098s) image 1291/2000 /content/yolov5/data/test/n6swz.jpg: 512x512 1 surgical, Done. (0.098s) image 1292/2000 /content/yolov5/data/test/n877g.jpg: 512x512 1 N95, Done. (0.099s) image 1293/2000 /content/yolov5/data/test/n8s9u.jpg: 512x512 1 KN95, Done. (0.099s) image 1294/2000 /content/yolov5/data/test/naq93.jpg: 512x512 1 cloth, Done. (0.101s) image 1295/2000 /content/yolov5/data/test/nbxq5.jpg: 512x512 1 surgical, Done. (0.099s) image 1296/2000 /content/yolov5/data/test/nexdv.jpg: 512x512 1 cloth, Done. (0.099s) image 1297/2000 /content/yolov5/data/test/nfm2w.jpg: 512x512 1 cloth, Done. (0.099s) image 1298/2000 /content/yolov5/data/test/nfoaq.jpg: 512x512 2 KN95s, Done. (0.099s) image 1299/2000 /content/yolov5/data/test/ng6p1.jpg: 512x512 1 surgical, Done. (0.098s) image 1300/2000 /content/yolov5/data/test/nhah5.jpg: 512x512 1 surgical, Done. (0.098s) image 1301/2000 /content/yolov5/data/test/nhjvq.jpg: 512x512 1 KN95, Done. (0.099s) image 1302/2000 /content/yolov5/data/test/nj37u.jpg: 512x512 1 surgical, Done. (0.099s) image 1303/2000 /content/yolov5/data/test/njtk0.jpg: 512x512 1 cloth, Done. (0.100s) image 1304/2000 /content/yolov5/data/test/njxyy.jpg: 512x512 1 surgical, Done. (0.099s) image 1305/2000 /content/yolov5/data/test/nki6h.jpg: 512x512 1 cloth, Done. (0.100s) image 1306/2000 /content/yolov5/data/test/nltee.jpg: 512x512 1 surgical, Done. (0.097s) image 1307/2000 /content/yolov5/data/test/nos92.jpg: 512x512 1 cloth, Done. (0.099s) image 1308/2000 /content/yolov5/data/test/np8he.jpg: 512x512 2 KN95s, Done. (0.100s) image 1309/2000 /content/yolov5/data/test/npgg5.jpg: 512x512 1 KN95, Done. (0.101s) image 1310/2000 /content/yolov5/data/test/nprs0.jpg: 512x512 1 N95, Done. (0.100s) image 1311/2000 /content/yolov5/data/test/nqz0t.jpg: 512x512 1 cloth, Done. (0.100s) image 1312/2000 /content/yolov5/data/test/nrldo.jpg: 512x512 1 surgical, Done. (0.099s) image 1313/2000 /content/yolov5/data/test/nrz3m.jpg: 512x512 1 surgical, Done. (0.099s) image 1314/2000 /content/yolov5/data/test/nsdq1.jpg: 512x512 1 N95, Done. (0.099s) image 1315/2000 /content/yolov5/data/test/nstyu.jpg: 512x512 1 cloth, Done. (0.099s) image 1316/2000 /content/yolov5/data/test/ntjnc.jpg: 512x512 1 KN95, Done. (0.099s) image 1317/2000 /content/yolov5/data/test/ntm5u.jpg: 512x512 1 cloth, Done. (0.100s) image 1318/2000 /content/yolov5/data/test/nuc2g.jpg: 512x512 1 N95, Done. (0.100s) image 1319/2000 /content/yolov5/data/test/nuysi.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.100s) image 1320/2000 /content/yolov5/data/test/nv55b.jpg: 512x512 1 N95, Done. (0.098s) image 1321/2000 /content/yolov5/data/test/nwv8q.jpg: 512x512 1 surgical, Done. (0.099s) image 1322/2000 /content/yolov5/data/test/nygwc.jpg: 512x512 1 KN95, Done. (0.097s) image 1323/2000 /content/yolov5/data/test/nyncn.jpg: 512x512 1 cloth, Done. (0.100s) image 1324/2000 /content/yolov5/data/test/nz8vw.jpg: 512x512 1 surgical, Done. (0.099s) image 1325/2000 /content/yolov5/data/test/o05dr.jpg: 512x512 1 surgical, Done. (0.099s) image 1326/2000 /content/yolov5/data/test/o22c3.jpg: 512x512 1 cloth, Done. (0.099s) image 1327/2000 /content/yolov5/data/test/o27mp.jpg: 512x512 1 cloth, 1 KN95, Done. (0.097s) image 1328/2000 /content/yolov5/data/test/o3e99.jpg: 512x512 1 cloth, Done. (0.098s) image 1329/2000 /content/yolov5/data/test/o4eaf.jpg: 512x512 1 surgical, 1 KN95, Done. (0.098s) image 1330/2000 /content/yolov5/data/test/o4zc4.jpg: 512x512 1 surgical, Done. (0.098s) image 1331/2000 /content/yolov5/data/test/o50fj.jpg: 512x512 1 cloth, Done. (0.100s) image 1332/2000 /content/yolov5/data/test/o50wf.jpg: 512x512 1 cloth, Done. (0.099s) image 1333/2000 /content/yolov5/data/test/o5c38.jpg: 512x512 1 KN95, Done. (0.100s) image 1334/2000 /content/yolov5/data/test/o5uhc.jpg: 512x512 1 KN95, Done. (0.100s) image 1335/2000 /content/yolov5/data/test/o6635.jpg: 512x512 1 KN95, Done. (0.098s) image 1336/2000 /content/yolov5/data/test/o7n5q.jpg: 512x512 1 N95, Done. (0.099s) image 1337/2000 /content/yolov5/data/test/o7qal.jpg: 512x512 1 N95, Done. (0.098s) image 1338/2000 /content/yolov5/data/test/o7uvt.jpg: 512x512 1 cloth, Done. (0.098s) image 1339/2000 /content/yolov5/data/test/o8546.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 1340/2000 /content/yolov5/data/test/o8rw2.jpg: 512x512 2 N95s, Done. (0.100s) image 1341/2000 /content/yolov5/data/test/o9bl2.jpg: 512x512 1 cloth, Done. (0.099s) image 1342/2000 /content/yolov5/data/test/oaf39.jpg: 512x512 1 surgical, Done. (0.099s) image 1343/2000 /content/yolov5/data/test/oan31.jpg: 512x512 1 cloth, Done. (0.099s) image 1344/2000 /content/yolov5/data/test/ob6wy.jpg: 512x512 1 cloth, Done. (0.098s) image 1345/2000 /content/yolov5/data/test/obxxt.jpg: 512x512 1 KN95, Done. (0.099s) image 1346/2000 /content/yolov5/data/test/oda5b.jpg: 512x512 1 KN95, Done. (0.101s) image 1347/2000 /content/yolov5/data/test/odcws.jpg: 512x512 1 cloth, Done. (0.099s) image 1348/2000 /content/yolov5/data/test/oe1bo.jpg: 512x512 1 surgical, Done. (0.099s) image 1349/2000 /content/yolov5/data/test/ofbwi.jpg: 512x512 1 KN95, Done. (0.099s) image 1350/2000 /content/yolov5/data/test/og0v7.jpg: 512x512 1 N95, Done. (0.098s) image 1351/2000 /content/yolov5/data/test/ohy4d.jpg: 512x512 1 KN95, Done. (0.098s) image 1352/2000 /content/yolov5/data/test/oklpz.jpg: 512x512 1 KN95, Done. (0.098s) image 1353/2000 /content/yolov5/data/test/omc04.jpg: 512x512 1 surgical, Done. (0.098s) image 1354/2000 /content/yolov5/data/test/omsfs.jpg: 512x512 1 surgical, Done. (0.098s) image 1355/2000 /content/yolov5/data/test/on3xp.jpg: 512x512 1 KN95, Done. (0.099s) image 1356/2000 /content/yolov5/data/test/ono64.jpg: 512x512 1 surgical, Done. (0.099s) image 1357/2000 /content/yolov5/data/test/oo9dj.jpg: 512x512 2 N95s, 1 KN95, Done. (0.099s) image 1358/2000 /content/yolov5/data/test/oogtw.jpg: 512x512 1 surgical, Done. (0.098s) image 1359/2000 /content/yolov5/data/test/op9by.jpg: 512x512 1 cloth, Done. (0.099s) image 1360/2000 /content/yolov5/data/test/op9u5.jpg: 512x512 1 KN95, Done. (0.098s) image 1361/2000 /content/yolov5/data/test/oqee6.jpg: 512x512 1 cloth, Done. (0.098s) image 1362/2000 /content/yolov5/data/test/or9jn.jpg: 512x512 2 surgicals, 1 cloth, 2 KN95s, Done. (0.097s) image 1363/2000 /content/yolov5/data/test/orogd.jpg: 512x512 1 surgical, Done. (0.100s) image 1364/2000 /content/yolov5/data/test/orozg.jpg: 512x512 1 surgical, Done. (0.099s) image 1365/2000 /content/yolov5/data/test/orvbx.jpg: 512x512 1 cloth, Done. (0.098s) image 1366/2000 /content/yolov5/data/test/os9el.jpg: 512x512 1 cloth, Done. (0.098s) image 1367/2000 /content/yolov5/data/test/osifi.jpg: 512x512 1 cloth, Done. (0.099s) image 1368/2000 /content/yolov5/data/test/osnie.jpg: 512x512 1 N95, Done. (0.098s) image 1369/2000 /content/yolov5/data/test/oszk8.jpg: 512x512 1 KN95, Done. (0.098s) image 1370/2000 /content/yolov5/data/test/ot4ta.jpg: 512x512 1 KN95, Done. (0.099s) image 1371/2000 /content/yolov5/data/test/ot78z.jpg: 512x512 1 cloth, Done. (0.100s) image 1372/2000 /content/yolov5/data/test/ot83o.jpg: 512x512 1 surgical, Done. (0.099s) image 1373/2000 /content/yolov5/data/test/otaod.jpg: 512x512 1 KN95, Done. (0.097s) image 1374/2000 /content/yolov5/data/test/otj0i.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 1375/2000 /content/yolov5/data/test/ox4ta.jpg: 512x512 1 cloth, Done. (0.098s) image 1376/2000 /content/yolov5/data/test/ox53r.jpg: 512x512 1 N95, Done. (0.099s) image 1377/2000 /content/yolov5/data/test/oygsa.jpg: 512x512 1 surgical, Done. (0.098s) image 1378/2000 /content/yolov5/data/test/p16rb.jpg: 512x512 1 N95, Done. (0.099s) image 1379/2000 /content/yolov5/data/test/p1fqe.jpg: 512x512 1 N95, Done. (0.099s) image 1380/2000 /content/yolov5/data/test/p1y14.jpg: 512x512 1 surgical, Done. (0.099s) image 1381/2000 /content/yolov5/data/test/p1yjx.jpg: 512x512 1 cloth, Done. (0.099s) image 1382/2000 /content/yolov5/data/test/p2cyp.jpg: 512x512 1 N95, Done. (0.098s) image 1383/2000 /content/yolov5/data/test/p3p8u.jpg: 512x512 1 cloth, Done. (0.097s) image 1384/2000 /content/yolov5/data/test/p4pm0.jpg: 512x512 1 N95, Done. (0.098s) image 1385/2000 /content/yolov5/data/test/p50al.jpg: 512x512 1 N95, Done. (0.100s) image 1386/2000 /content/yolov5/data/test/p7jg0.jpg: 512x512 1 surgical, Done. (0.097s) image 1387/2000 /content/yolov5/data/test/p8909.jpg: 512x512 1 N95, 1 surgical, Done. (0.100s) image 1388/2000 /content/yolov5/data/test/p89an.jpg: 512x512 1 surgical, Done. (0.099s) image 1389/2000 /content/yolov5/data/test/p8mj2.jpg: 512x512 1 KN95, Done. (0.100s) image 1390/2000 /content/yolov5/data/test/p90o9.jpg: 512x512 2 surgicals, Done. (0.098s) image 1391/2000 /content/yolov5/data/test/paov7.jpg: 512x512 1 surgical, Done. (0.100s) image 1392/2000 /content/yolov5/data/test/pav9g.jpg: 512x512 1 N95, Done. (0.098s) image 1393/2000 /content/yolov5/data/test/paz8v.jpg: 512x512 1 cloth, Done. (0.098s) image 1394/2000 /content/yolov5/data/test/pc3rv.jpg: 512x512 1 N95, Done. (0.099s) image 1395/2000 /content/yolov5/data/test/pc4qt.jpg: 512x512 1 KN95, Done. (0.099s) image 1396/2000 /content/yolov5/data/test/pc8xo.jpg: 512x512 1 KN95, Done. (0.099s) image 1397/2000 /content/yolov5/data/test/pco3x.jpg: 512x512 1 surgical, Done. (0.099s) image 1398/2000 /content/yolov5/data/test/pcq96.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1399/2000 /content/yolov5/data/test/pcve4.jpg: 512x512 1 KN95, Done. (0.097s) image 1400/2000 /content/yolov5/data/test/pd2p5.jpg: 512x512 1 surgical, Done. (0.098s) image 1401/2000 /content/yolov5/data/test/pdcl6.jpg: 512x512 1 N95, Done. (0.099s) image 1402/2000 /content/yolov5/data/test/pdebx.jpg: 512x512 1 KN95, Done. (0.099s) image 1403/2000 /content/yolov5/data/test/pdmzo.jpg: 512x512 1 N95, Done. (0.099s) image 1404/2000 /content/yolov5/data/test/pe2ke.jpg: 512x512 1 N95, Done. (0.099s) image 1405/2000 /content/yolov5/data/test/peebj.jpg: 512x512 1 N95, Done. (0.101s) image 1406/2000 /content/yolov5/data/test/peemg.jpg: 512x512 1 cloth, Done. (0.098s) image 1407/2000 /content/yolov5/data/test/peyo6.jpg: 512x512 1 surgical, Done. (0.099s) image 1408/2000 /content/yolov5/data/test/pez0g.jpg: 512x512 1 surgical, Done. (0.098s) image 1409/2000 /content/yolov5/data/test/pf3e9.jpg: 512x512 2 KN95s, Done. (0.099s) image 1410/2000 /content/yolov5/data/test/pfmmw.jpg: 512x512 1 KN95, Done. (0.099s) image 1411/2000 /content/yolov5/data/test/pfq84.jpg: 512x512 1 N95, Done. (0.100s) image 1412/2000 /content/yolov5/data/test/pgbq1.jpg: 512x512 1 surgical, Done. (0.099s) image 1413/2000 /content/yolov5/data/test/ph2ij.jpg: 512x512 1 N95, Done. (0.099s) image 1414/2000 /content/yolov5/data/test/ph2lw.jpg: 512x512 2 N95s, Done. (0.099s) image 1415/2000 /content/yolov5/data/test/phboj.jpg: 512x512 1 KN95, Done. (0.098s) image 1416/2000 /content/yolov5/data/test/phn17.jpg: 512x512 1 N95, Done. (0.099s) image 1417/2000 /content/yolov5/data/test/pi9jx.jpg: 512x512 1 cloth, Done. (0.098s) image 1418/2000 /content/yolov5/data/test/piewv.jpg: 512x512 1 N95, Done. (0.099s) image 1419/2000 /content/yolov5/data/test/pit1b.jpg: 512x512 1 cloth, Done. (0.101s) image 1420/2000 /content/yolov5/data/test/pj1p3.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 1421/2000 /content/yolov5/data/test/pj4zr.jpg: 512x512 1 KN95, Done. (0.099s) image 1422/2000 /content/yolov5/data/test/pjcgt.jpg: 512x512 1 N95, Done. (0.099s) image 1423/2000 /content/yolov5/data/test/plm3v.jpg: 512x512 1 cloth, Done. (0.099s) image 1424/2000 /content/yolov5/data/test/pmprq.jpg: 512x512 1 KN95, Done. (0.100s) image 1425/2000 /content/yolov5/data/test/pnb2d.jpg: 512x512 1 surgical, Done. (0.099s) image 1426/2000 /content/yolov5/data/test/pnlrp.jpg: 512x512 1 cloth, 1 KN95, Done. (0.097s) image 1427/2000 /content/yolov5/data/test/poqps.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1428/2000 /content/yolov5/data/test/pq1b7.jpg: 512x512 1 KN95, Done. (0.100s) image 1429/2000 /content/yolov5/data/test/pr6d6.jpg: 512x512 1 KN95, Done. (0.099s) image 1430/2000 /content/yolov5/data/test/ptf8r.jpg: 512x512 1 cloth, Done. (0.099s) image 1431/2000 /content/yolov5/data/test/ptif3.jpg: 512x512 1 cloth, Done. (0.099s) image 1432/2000 /content/yolov5/data/test/pu14u.jpg: 512x512 1 KN95, Done. (0.099s) image 1433/2000 /content/yolov5/data/test/pugqo.jpg: 512x512 1 N95, Done. (0.100s) image 1434/2000 /content/yolov5/data/test/puqiq.jpg: 512x512 1 N95, Done. (0.097s) image 1435/2000 /content/yolov5/data/test/pv3qe.jpg: 512x512 1 surgical, Done. (0.099s) image 1436/2000 /content/yolov5/data/test/pw64u.jpg: 512x512 2 surgicals, Done. (0.099s) image 1437/2000 /content/yolov5/data/test/px4z1.jpg: 512x512 1 surgical, Done. (0.099s) image 1438/2000 /content/yolov5/data/test/pxc2i.jpg: 512x512 2 KN95s, Done. (0.099s) image 1439/2000 /content/yolov5/data/test/pz5v6.jpg: 512x512 1 N95, Done. (0.098s) image 1440/2000 /content/yolov5/data/test/pzuqv.jpg: 512x512 1 N95, 2 surgicals, 1 cloth, Done. (0.098s) image 1441/2000 /content/yolov5/data/test/q1o48.jpg: 512x512 1 N95, Done. (0.098s) image 1442/2000 /content/yolov5/data/test/q2gmk.jpg: 512x512 1 N95, Done. (0.097s) image 1443/2000 /content/yolov5/data/test/q3iod.jpg: 512x512 1 KN95, Done. (0.099s) image 1444/2000 /content/yolov5/data/test/q4xya.jpg: 512x512 1 N95, Done. (0.099s) image 1445/2000 /content/yolov5/data/test/q4y02.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1446/2000 /content/yolov5/data/test/q53c1.jpg: 512x512 1 N95, 1 cloth, 4 KN95s, Done. (0.098s) image 1447/2000 /content/yolov5/data/test/q5n30.jpg: 512x512 1 N95, 1 KN95, Done. (0.101s) image 1448/2000 /content/yolov5/data/test/q5s5i.jpg: 512x512 1 KN95, Done. (0.098s) image 1449/2000 /content/yolov5/data/test/q7vf8.jpg: 512x512 1 N95, 1 cloth, 1 KN95, Done. (0.099s) image 1450/2000 /content/yolov5/data/test/q8a2d.jpg: 512x512 1 KN95, Done. (0.099s) image 1451/2000 /content/yolov5/data/test/q8akw.jpg: 512x512 1 cloth, Done. (0.098s) image 1452/2000 /content/yolov5/data/test/qaauh.jpg: 512x512 1 KN95, Done. (0.098s) image 1453/2000 /content/yolov5/data/test/qaxdv.jpg: 512x512 1 cloth, Done. (0.098s) image 1454/2000 /content/yolov5/data/test/qcs31.jpg: 512x512 2 N95s, 1 cloth, 2 KN95s, Done. (0.098s) image 1455/2000 /content/yolov5/data/test/qctmm.jpg: 512x512 1 KN95, Done. (0.102s) image 1456/2000 /content/yolov5/data/test/qdpcp.jpg: 512x512 1 KN95, Done. (0.099s) image 1457/2000 /content/yolov5/data/test/qe1lo.jpg: 512x512 1 N95, Done. (0.099s) image 1458/2000 /content/yolov5/data/test/qeipe.jpg: 512x512 1 surgical, Done. (0.098s) image 1459/2000 /content/yolov5/data/test/qf656.jpg: 512x512 1 KN95, Done. (0.098s) image 1460/2000 /content/yolov5/data/test/qfa6n.jpg: 512x512 1 cloth, Done. (0.098s) image 1461/2000 /content/yolov5/data/test/qfk0f.jpg: 512x512 1 cloth, Done. (0.098s) image 1462/2000 /content/yolov5/data/test/qfvzh.jpg: 512x512 1 N95, Done. (0.099s) image 1463/2000 /content/yolov5/data/test/qhlat.jpg: 512x512 1 surgical, Done. (0.100s) image 1464/2000 /content/yolov5/data/test/qhqu6.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1465/2000 /content/yolov5/data/test/qhxfa.jpg: 512x512 1 surgical, Done. (0.101s) image 1466/2000 /content/yolov5/data/test/qira0.jpg: 512x512 1 N95, Done. (0.100s) image 1467/2000 /content/yolov5/data/test/qiyb0.jpg: 512x512 1 N95, Done. (0.098s) image 1468/2000 /content/yolov5/data/test/qjfy9.jpg: 512x512 1 KN95, Done. (0.098s) image 1469/2000 /content/yolov5/data/test/qlkhm.jpg: 512x512 2 N95s, Done. (0.099s) image 1470/2000 /content/yolov5/data/test/qntee.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 1471/2000 /content/yolov5/data/test/qq9x6.jpg: 512x512 1 surgical, Done. (0.099s) image 1472/2000 /content/yolov5/data/test/qqx5j.jpg: 512x512 1 KN95, Done. (0.096s) image 1473/2000 /content/yolov5/data/test/qr0m5.jpg: 512x512 1 KN95, Done. (0.099s) image 1474/2000 /content/yolov5/data/test/qrhno.jpg: 512x512 1 surgical, Done. (0.098s) image 1475/2000 /content/yolov5/data/test/qrxe5.jpg: 512x512 1 surgical, Done. (0.097s) image 1476/2000 /content/yolov5/data/test/qsyd6.jpg: 512x512 1 cloth, Done. (0.099s) image 1477/2000 /content/yolov5/data/test/qtemt.jpg: 512x512 1 KN95, Done. (0.098s) image 1478/2000 /content/yolov5/data/test/qtg7l.jpg: 512x512 1 N95, Done. (0.099s) image 1479/2000 /content/yolov5/data/test/qu6po.jpg: 512x512 1 surgical, Done. (0.099s) image 1480/2000 /content/yolov5/data/test/qv2vk.jpg: 512x512 1 cloth, Done. (0.098s) image 1481/2000 /content/yolov5/data/test/qv69m.jpg: 512x512 1 surgical, Done. (0.100s) image 1482/2000 /content/yolov5/data/test/qvg8e.jpg: 512x512 1 KN95, Done. (0.099s) image 1483/2000 /content/yolov5/data/test/qx6ps.jpg: 512x512 1 surgical, Done. (0.098s) image 1484/2000 /content/yolov5/data/test/qxchs.jpg: 512x512 1 KN95, Done. (0.098s) image 1485/2000 /content/yolov5/data/test/qysdu.jpg: 512x512 1 surgical, Done. (0.099s) image 1486/2000 /content/yolov5/data/test/qz1kz.jpg: 512x512 1 surgical, Done. (0.099s) image 1487/2000 /content/yolov5/data/test/r15jt.jpg: 512x512 1 cloth, Done. (0.099s) image 1488/2000 /content/yolov5/data/test/r25ud.jpg: 512x512 1 N95, Done. (0.100s) image 1489/2000 /content/yolov5/data/test/r4nki.jpg: 512x512 1 KN95, Done. (0.098s) image 1490/2000 /content/yolov5/data/test/r5im9.jpg: 512x512 1 KN95, Done. (0.098s) image 1491/2000 /content/yolov5/data/test/r6tdx.jpg: 512x512 1 surgical, Done. (0.098s) image 1492/2000 /content/yolov5/data/test/r6z4r.jpg: 512x512 1 surgical, Done. (0.099s) image 1493/2000 /content/yolov5/data/test/r7fkf.jpg: 512x512 2 N95s, Done. (0.098s) image 1494/2000 /content/yolov5/data/test/r9pkl.jpg: 512x512 1 KN95, Done. (0.100s) image 1495/2000 /content/yolov5/data/test/r9wqw.jpg: 512x512 1 cloth, Done. (0.099s) image 1496/2000 /content/yolov5/data/test/ra5j6.jpg: 512x512 2 N95s, Done. (0.098s) image 1497/2000 /content/yolov5/data/test/ragap.jpg: 512x512 2 N95s, Done. (0.099s) image 1498/2000 /content/yolov5/data/test/rbboh.jpg: 512x512 1 cloth, Done. (0.099s) image 1499/2000 /content/yolov5/data/test/rc3nr.jpg: 512x512 1 N95, Done. (0.099s) image 1500/2000 /content/yolov5/data/test/rc46e.jpg: 512x512 1 N95, Done. (0.098s) image 1501/2000 /content/yolov5/data/test/rcktu.jpg: 512x512 1 N95, Done. (0.099s) image 1502/2000 /content/yolov5/data/test/rd903.jpg: 512x512 1 N95, Done. (0.099s) image 1503/2000 /content/yolov5/data/test/re56v.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 1504/2000 /content/yolov5/data/test/relcz.jpg: 512x512 1 surgical, Done. (0.099s) image 1505/2000 /content/yolov5/data/test/rg6u8.jpg: 512x512 1 cloth, Done. (0.102s) image 1506/2000 /content/yolov5/data/test/rgfzh.jpg: 512x512 1 surgical, Done. (0.098s) image 1507/2000 /content/yolov5/data/test/rgiwt.jpg: 512x512 1 cloth, Done. (0.099s) image 1508/2000 /content/yolov5/data/test/rgqdf.jpg: 512x512 1 KN95, Done. (0.099s) image 1509/2000 /content/yolov5/data/test/rimzl.jpg: 512x512 1 cloth, Done. (0.099s) image 1510/2000 /content/yolov5/data/test/rjgps.jpg: 512x512 1 KN95, Done. (0.101s) image 1511/2000 /content/yolov5/data/test/rkdtg.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 1512/2000 /content/yolov5/data/test/rkr7x.jpg: 512x512 2 KN95s, Done. (0.099s) image 1513/2000 /content/yolov5/data/test/rl0kl.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 1514/2000 /content/yolov5/data/test/rl2bn.jpg: 512x512 1 KN95, Done. (0.098s) image 1515/2000 /content/yolov5/data/test/rlfr0.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 1516/2000 /content/yolov5/data/test/rlkuc.jpg: 512x512 1 cloth, Done. (0.099s) image 1517/2000 /content/yolov5/data/test/rmt0n.jpg: 512x512 1 KN95, Done. (0.099s) image 1518/2000 /content/yolov5/data/test/rnidc.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1519/2000 /content/yolov5/data/test/rnwz4.jpg: 512x512 1 KN95, Done. (0.100s) image 1520/2000 /content/yolov5/data/test/rovj0.jpg: 512x512 1 cloth, Done. (0.099s) image 1521/2000 /content/yolov5/data/test/rpuv3.jpg: 512x512 2 N95s, Done. (0.099s) image 1522/2000 /content/yolov5/data/test/rqi28.jpg: 512x512 1 KN95, Done. (0.098s) image 1523/2000 /content/yolov5/data/test/rqqf1.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 1524/2000 /content/yolov5/data/test/rr1bm.jpg: 512x512 2 N95s, Done. (0.099s) image 1525/2000 /content/yolov5/data/test/rr3q3.jpg: 512x512 1 KN95, Done. (0.099s) image 1526/2000 /content/yolov5/data/test/rrd0z.jpg: 512x512 1 KN95, Done. (0.096s) image 1527/2000 /content/yolov5/data/test/rrwj3.jpg: 512x512 1 KN95, Done. (0.098s) image 1528/2000 /content/yolov5/data/test/rsb1w.jpg: 512x512 1 KN95, Done. (0.099s) image 1529/2000 /content/yolov5/data/test/rsdti.jpg: 512x512 1 KN95, Done. (0.098s) image 1530/2000 /content/yolov5/data/test/rsn1y.jpg: 512x512 1 surgical, Done. (0.099s) image 1531/2000 /content/yolov5/data/test/rt64s.jpg: 512x512 1 cloth, Done. (0.100s) image 1532/2000 /content/yolov5/data/test/rtc8h.jpg: 512x512 1 KN95, Done. (0.100s) image 1533/2000 /content/yolov5/data/test/rtisk.jpg: 512x512 1 N95, 1 KN95, Done. (0.098s) image 1534/2000 /content/yolov5/data/test/rv7tp.jpg: 512x512 1 N95, 1 KN95, Done. (0.096s) image 1535/2000 /content/yolov5/data/test/rvdi2.jpg: 512x512 1 N95, Done. (0.098s) image 1536/2000 /content/yolov5/data/test/rvqkv.jpg: 512x512 1 N95, 1 KN95, Done. (0.098s) image 1537/2000 /content/yolov5/data/test/rw4vq.jpg: 512x512 1 cloth, Done. (0.099s) image 1538/2000 /content/yolov5/data/test/rwqv6.jpg: 512x512 1 N95, Done. (0.099s) image 1539/2000 /content/yolov5/data/test/rwqwd.jpg: 512x512 1 N95, Done. (0.099s) image 1540/2000 /content/yolov5/data/test/rxaiw.jpg: 512x512 1 cloth, Done. (0.101s) image 1541/2000 /content/yolov5/data/test/rxu4o.jpg: 512x512 2 surgicals, Done. (0.100s) image 1542/2000 /content/yolov5/data/test/ry8r8.jpg: 512x512 2 N95s, Done. (0.097s) image 1543/2000 /content/yolov5/data/test/s09le.jpg: 512x512 1 N95, Done. (0.098s) image 1544/2000 /content/yolov5/data/test/s1tpw.jpg: 512x512 1 surgical, Done. (0.098s) image 1545/2000 /content/yolov5/data/test/s2262.jpg: 512x512 1 KN95, Done. (0.098s) image 1546/2000 /content/yolov5/data/test/s22rp.jpg: 512x512 1 N95, 1 surgical, Done. (0.097s) image 1547/2000 /content/yolov5/data/test/s268x.jpg: 512x512 1 cloth, Done. (0.100s) image 1548/2000 /content/yolov5/data/test/s2ky0.jpg: 512x512 1 surgical, Done. (0.100s) image 1549/2000 /content/yolov5/data/test/s3aie.jpg: 512x512 1 N95, Done. (0.100s) image 1550/2000 /content/yolov5/data/test/s3p47.jpg: 512x512 1 surgical, Done. (0.097s) image 1551/2000 /content/yolov5/data/test/s42qp.jpg: 512x512 1 cloth, Done. (0.098s) image 1552/2000 /content/yolov5/data/test/s4a7f.jpg: 512x512 1 N95, Done. (0.098s) image 1553/2000 /content/yolov5/data/test/s50kw.jpg: 512x512 1 surgical, Done. (0.098s) image 1554/2000 /content/yolov5/data/test/s6ebb.jpg: 512x512 1 surgical, Done. (0.099s) image 1555/2000 /content/yolov5/data/test/s7xfb.jpg: 512x512 1 cloth, Done. (0.099s) image 1556/2000 /content/yolov5/data/test/s9fg4.jpg: 512x512 1 cloth, Done. (0.100s) image 1557/2000 /content/yolov5/data/test/s9qo3.jpg: 512x512 1 cloth, Done. (0.099s) image 1558/2000 /content/yolov5/data/test/sa6sy.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 1559/2000 /content/yolov5/data/test/saggp.jpg: 512x512 1 cloth, Done. (0.098s) image 1560/2000 /content/yolov5/data/test/sb158.jpg: 512x512 1 cloth, Done. (0.098s) image 1561/2000 /content/yolov5/data/test/sb1i7.jpg: 512x512 1 cloth, Done. (0.098s) image 1562/2000 /content/yolov5/data/test/sbfus.jpg: 512x512 1 surgical, Done. (0.100s) image 1563/2000 /content/yolov5/data/test/sbj1l.jpg: 512x512 1 N95, Done. (0.100s) image 1564/2000 /content/yolov5/data/test/sbvk6.jpg: 512x512 1 cloth, Done. (0.099s) image 1565/2000 /content/yolov5/data/test/scarx.jpg: 512x512 1 cloth, Done. (0.098s) image 1566/2000 /content/yolov5/data/test/se53m.jpg: 512x512 1 cloth, Done. (0.098s) image 1567/2000 /content/yolov5/data/test/sfkus.jpg: 512x512 1 N95, Done. (0.098s) image 1568/2000 /content/yolov5/data/test/sfqog.jpg: 512x512 1 surgical, Done. (0.098s) image 1569/2000 /content/yolov5/data/test/sft4w.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 1570/2000 /content/yolov5/data/test/sgbpv.jpg: 512x512 1 cloth, Done. (0.099s) image 1571/2000 /content/yolov5/data/test/sgiep.jpg: 512x512 1 N95, Done. (0.103s) image 1572/2000 /content/yolov5/data/test/sha4v.jpg: 512x512 1 cloth, Done. (0.100s) image 1573/2000 /content/yolov5/data/test/si4gl.jpg: 512x512 1 surgical, Done. (0.099s) image 1574/2000 /content/yolov5/data/test/sinv9.jpg: 512x512 1 cloth, Done. (0.099s) image 1575/2000 /content/yolov5/data/test/sipjp.jpg: 512x512 1 cloth, Done. (0.099s) image 1576/2000 /content/yolov5/data/test/sj3k6.jpg: 512x512 1 N95, Done. (0.099s) image 1577/2000 /content/yolov5/data/test/sj68d.jpg: 512x512 1 KN95, Done. (0.100s) image 1578/2000 /content/yolov5/data/test/skjjc.jpg: 512x512 2 N95s, Done. (0.100s) image 1579/2000 /content/yolov5/data/test/skwp3.jpg: 512x512 1 cloth, Done. (0.100s) image 1580/2000 /content/yolov5/data/test/sl1nj.jpg: 512x512 1 KN95, Done. (0.097s) image 1581/2000 /content/yolov5/data/test/slp3c.jpg: 512x512 1 N95, Done. (0.098s) image 1582/2000 /content/yolov5/data/test/slwzi.jpg: 512x512 1 cloth, Done. (0.098s) image 1583/2000 /content/yolov5/data/test/sm1we.jpg: 512x512 1 N95, Done. (0.098s) image 1584/2000 /content/yolov5/data/test/smmp7.jpg: 512x512 1 KN95, Done. (0.099s) image 1585/2000 /content/yolov5/data/test/snkwy.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 1586/2000 /content/yolov5/data/test/snq4r.jpg: 512x512 1 KN95, Done. (0.099s) image 1587/2000 /content/yolov5/data/test/snvni.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 1588/2000 /content/yolov5/data/test/so5us.jpg: 512x512 1 cloth, Done. (0.099s) image 1589/2000 /content/yolov5/data/test/spr46.jpg: 512x512 1 surgical, Done. (0.098s) image 1590/2000 /content/yolov5/data/test/sqjv1.jpg: 512x512 1 cloth, Done. (0.098s) image 1591/2000 /content/yolov5/data/test/sr6ci.jpg: 512x512 1 N95, Done. (0.099s) image 1592/2000 /content/yolov5/data/test/ssek0.jpg: 512x512 1 surgical, Done. (0.098s) image 1593/2000 /content/yolov5/data/test/stj0d.jpg: 512x512 1 N95, 1 surgical, 1 KN95, Done. (0.099s) image 1594/2000 /content/yolov5/data/test/su4rb.jpg: 512x512 1 N95, Done. (0.099s) image 1595/2000 /content/yolov5/data/test/sudje.jpg: 512x512 1 N95, Done. (0.098s) image 1596/2000 /content/yolov5/data/test/sv2wg.jpg: 512x512 1 cloth, Done. (0.098s) image 1597/2000 /content/yolov5/data/test/svj9v.jpg: 512x512 1 surgical, Done. (0.098s) image 1598/2000 /content/yolov5/data/test/swbne.jpg: 512x512 1 surgical, Done. (0.098s) image 1599/2000 /content/yolov5/data/test/sx1nw.jpg: 512x512 1 surgical, Done. (0.099s) image 1600/2000 /content/yolov5/data/test/sxjcj.jpg: 512x512 1 cloth, Done. (0.098s) image 1601/2000 /content/yolov5/data/test/sxt1z.jpg: 512x512 1 cloth, Done. (0.100s) image 1602/2000 /content/yolov5/data/test/t0eys.jpg: 512x512 1 N95, Done. (0.099s) image 1603/2000 /content/yolov5/data/test/t0zpp.jpg: 512x512 1 surgical, Done. (0.100s) image 1604/2000 /content/yolov5/data/test/t3me2.jpg: 512x512 1 N95, Done. (0.098s) image 1605/2000 /content/yolov5/data/test/t3qg4.jpg: 512x512 1 KN95, Done. (0.098s) image 1606/2000 /content/yolov5/data/test/t3vaz.jpg: 512x512 1 surgical, Done. (0.098s) image 1607/2000 /content/yolov5/data/test/t4rnd.jpg: 512x512 1 KN95, Done. (0.096s) image 1608/2000 /content/yolov5/data/test/t5kn0.jpg: 512x512 1 surgical, Done. (0.099s) image 1609/2000 /content/yolov5/data/test/t6sl2.jpg: 512x512 1 N95, 1 KN95, Done. (0.102s) image 1610/2000 /content/yolov5/data/test/t76va.jpg: 512x512 1 KN95, Done. (0.098s) image 1611/2000 /content/yolov5/data/test/t7m8p.jpg: 512x512 1 N95, 1 cloth, Done. (0.098s) image 1612/2000 /content/yolov5/data/test/t7n0f.jpg: 512x512 1 surgical, 1 cloth, Done. (0.098s) image 1613/2000 /content/yolov5/data/test/t8189.jpg: 512x512 1 cloth, Done. (0.098s) image 1614/2000 /content/yolov5/data/test/t8dvx.jpg: 512x512 1 surgical, Done. (0.099s) image 1615/2000 /content/yolov5/data/test/t8jj4.jpg: 512x512 1 surgical, Done. (0.100s) image 1616/2000 /content/yolov5/data/test/t9hjy.jpg: 512x512 1 N95, Done. (0.100s) image 1617/2000 /content/yolov5/data/test/t9j58.jpg: 512x512 1 surgical, Done. (0.098s) image 1618/2000 /content/yolov5/data/test/t9kk0.jpg: 512x512 1 cloth, Done. (0.097s) image 1619/2000 /content/yolov5/data/test/t9soy.jpg: 512x512 1 surgical, Done. (0.098s) image 1620/2000 /content/yolov5/data/test/t9xf4.jpg: 512x512 1 N95, Done. (0.098s) image 1621/2000 /content/yolov5/data/test/t9zcx.jpg: 512x512 1 cloth, Done. (0.099s) image 1622/2000 /content/yolov5/data/test/tahac.jpg: 512x512 1 surgical, Done. (0.100s) image 1623/2000 /content/yolov5/data/test/tahgn.jpg: 512x512 1 cloth, Done. (0.100s) image 1624/2000 /content/yolov5/data/test/tbqkq.jpg: 512x512 1 cloth, Done. (0.099s) image 1625/2000 /content/yolov5/data/test/tcjhz.jpg: 512x512 1 KN95, Done. (0.096s) image 1626/2000 /content/yolov5/data/test/tcyph.jpg: 512x512 1 KN95, Done. (0.098s) image 1627/2000 /content/yolov5/data/test/tdn8t.jpg: 512x512 1 cloth, Done. (0.099s) image 1628/2000 /content/yolov5/data/test/tdrsj.jpg: 512x512 1 surgical, Done. (0.099s) image 1629/2000 /content/yolov5/data/test/terx3.jpg: 512x512 1 cloth, Done. (0.099s) image 1630/2000 /content/yolov5/data/test/tgmmr.jpg: 512x512 1 cloth, Done. (0.100s) image 1631/2000 /content/yolov5/data/test/tgydl.jpg: 512x512 1 surgical, Done. (0.100s) image 1632/2000 /content/yolov5/data/test/tha5m.jpg: 512x512 1 KN95, Done. (0.099s) image 1633/2000 /content/yolov5/data/test/thfiq.jpg: 512x512 1 cloth, 1 KN95, Done. (0.098s) image 1634/2000 /content/yolov5/data/test/thvd9.jpg: 512x512 1 cloth, Done. (0.096s) image 1635/2000 /content/yolov5/data/test/tkx4t.jpg: 512x512 1 cloth, Done. (0.098s) image 1636/2000 /content/yolov5/data/test/tlouu.jpg: 512x512 1 surgical, Done. (0.099s) image 1637/2000 /content/yolov5/data/test/tlt3p.jpg: 512x512 1 surgical, Done. (0.100s) image 1638/2000 /content/yolov5/data/test/tm3c9.jpg: 512x512 3 KN95s, Done. (0.101s) image 1639/2000 /content/yolov5/data/test/tmqe0.jpg: 512x512 1 cloth, Done. (0.101s) image 1640/2000 /content/yolov5/data/test/tn690.jpg: 512x512 1 KN95, Done. (0.099s) image 1641/2000 /content/yolov5/data/test/tnln4.jpg: 512x512 1 surgical, Done. (0.099s) image 1642/2000 /content/yolov5/data/test/tpora.jpg: 512x512 1 cloth, Done. (0.099s) image 1643/2000 /content/yolov5/data/test/tpsed.jpg: 512x512 1 N95, Done. (0.099s) image 1644/2000 /content/yolov5/data/test/tq7af.jpg: 512x512 1 surgical, Done. (0.098s) image 1645/2000 /content/yolov5/data/test/tq7ro.jpg: 512x512 2 KN95s, Done. (0.099s) image 1646/2000 /content/yolov5/data/test/tqvzu.jpg: 512x512 1 N95, Done. (0.099s) image 1647/2000 /content/yolov5/data/test/tr03g.jpg: 512x512 1 KN95, Done. (0.099s) image 1648/2000 /content/yolov5/data/test/tra5c.jpg: 512x512 1 cloth, Done. (0.099s) image 1649/2000 /content/yolov5/data/test/ts04t.jpg: 512x512 1 KN95, Done. (0.097s) image 1650/2000 /content/yolov5/data/test/ts075.jpg: 512x512 1 cloth, Done. (0.097s) image 1651/2000 /content/yolov5/data/test/ts416.jpg: 512x512 1 N95, Done. (0.099s) image 1652/2000 /content/yolov5/data/test/ts6ti.jpg: 512x512 1 N95, Done. (0.099s) image 1653/2000 /content/yolov5/data/test/tt0zw.jpg: 512x512 1 N95, Done. (0.100s) image 1654/2000 /content/yolov5/data/test/tt221.jpg: 512x512 1 surgical, Done. (0.100s) image 1655/2000 /content/yolov5/data/test/ttdaf.jpg: 512x512 1 surgical, Done. (0.100s) image 1656/2000 /content/yolov5/data/test/tu0jt.jpg: 512x512 1 cloth, Done. (0.098s) image 1657/2000 /content/yolov5/data/test/tvu1j.jpg: 512x512 2 cloths, 1 KN95, Done. (0.096s) image 1658/2000 /content/yolov5/data/test/txywh.jpg: 512x512 1 N95, Done. (0.098s) image 1659/2000 /content/yolov5/data/test/tygfz.jpg: 512x512 1 N95, Done. (0.098s) image 1660/2000 /content/yolov5/data/test/tz0km.jpg: 512x512 1 surgical, Done. (0.098s) image 1661/2000 /content/yolov5/data/test/tzimt.jpg: 512x512 1 N95, Done. (0.100s) image 1662/2000 /content/yolov5/data/test/tznmc.jpg: 512x512 1 N95, Done. (0.099s) image 1663/2000 /content/yolov5/data/test/tznv1.jpg: 512x512 1 surgical, Done. (0.099s) image 1664/2000 /content/yolov5/data/test/u03z7.jpg: 512x512 1 cloth, Done. (0.099s) image 1665/2000 /content/yolov5/data/test/u0i1m.jpg: 512x512 1 KN95, Done. (0.098s) image 1666/2000 /content/yolov5/data/test/u0per.jpg: 512x512 1 surgical, 1 cloth, 1 KN95, Done. (0.099s) image 1667/2000 /content/yolov5/data/test/u0rfx.jpg: 512x512 1 N95, Done. (0.098s) image 1668/2000 /content/yolov5/data/test/u0u4i.jpg: 512x512 1 surgical, Done. (0.099s) image 1669/2000 /content/yolov5/data/test/u11j8.jpg: 512x512 1 surgical, Done. (0.099s) image 1670/2000 /content/yolov5/data/test/u16x2.jpg: 512x512 1 N95, Done. (0.099s) image 1671/2000 /content/yolov5/data/test/u2k04.jpg: 512x512 1 N95, Done. (0.099s) image 1672/2000 /content/yolov5/data/test/u2mps.jpg: 512x512 2 KN95s, Done. (0.097s) image 1673/2000 /content/yolov5/data/test/u3d1n.jpg: 512x512 1 surgical, Done. (0.098s) image 1674/2000 /content/yolov5/data/test/u3gkb.jpg: 512x512 1 surgical, Done. (0.097s) image 1675/2000 /content/yolov5/data/test/u3n63.jpg: 512x512 1 surgical, 2 cloths, Done. (0.097s) image 1676/2000 /content/yolov5/data/test/u6vdf.jpg: 512x512 1 cloth, Done. (0.099s) image 1677/2000 /content/yolov5/data/test/u6whp.jpg: 512x512 1 KN95, Done. (0.099s) image 1678/2000 /content/yolov5/data/test/u6ysw.jpg: 512x512 1 N95, 1 surgical, 1 KN95, Done. (0.100s) image 1679/2000 /content/yolov5/data/test/u77ln.jpg: 512x512 1 cloth, Done. (0.100s) image 1680/2000 /content/yolov5/data/test/u7fla.jpg: 512x512 1 cloth, Done. (0.099s) image 1681/2000 /content/yolov5/data/test/u7ypn.jpg: 512x512 1 N95, 2 KN95s, Done. (0.098s) image 1682/2000 /content/yolov5/data/test/u85yw.jpg: 512x512 1 surgical, Done. (0.098s) image 1683/2000 /content/yolov5/data/test/u8sa9.jpg: 512x512 1 N95, 1 surgical, 1 cloth, 2 KN95s, Done. (0.099s) image 1684/2000 /content/yolov5/data/test/u9a2g.jpg: 512x512 1 KN95, Done. (0.100s) image 1685/2000 /content/yolov5/data/test/u9war.jpg: 512x512 2 cloths, 1 KN95, Done. (0.100s) image 1686/2000 /content/yolov5/data/test/ub3a3.jpg: 512x512 1 cloth, Done. (0.100s) image 1687/2000 /content/yolov5/data/test/uc1z2.jpg: 512x512 1 N95, Done. (0.103s) image 1688/2000 /content/yolov5/data/test/ufpwr.jpg: 512x512 1 N95, Done. (0.098s) image 1689/2000 /content/yolov5/data/test/ufvwz.jpg: 512x512 1 cloth, Done. (0.098s) image 1690/2000 /content/yolov5/data/test/uga6j.jpg: 512x512 1 N95, Done. (0.098s) image 1691/2000 /content/yolov5/data/test/ugrky.jpg: 512x512 1 KN95, Done. (0.100s) image 1692/2000 /content/yolov5/data/test/ugtqo.jpg: 512x512 1 KN95, Done. (0.100s) image 1693/2000 /content/yolov5/data/test/uhsk0.jpg: 512x512 1 cloth, Done. (0.100s) image 1694/2000 /content/yolov5/data/test/uioro.jpg: 512x512 1 N95, Done. (0.097s) image 1695/2000 /content/yolov5/data/test/uj6aa.jpg: 512x512 1 cloth, Done. (0.098s) image 1696/2000 /content/yolov5/data/test/uj876.jpg: 512x512 1 KN95, Done. (0.099s) image 1697/2000 /content/yolov5/data/test/ujcuh.jpg: 512x512 1 KN95, Done. (0.098s) image 1698/2000 /content/yolov5/data/test/ujhk7.jpg: 512x512 1 N95, Done. (0.099s) image 1699/2000 /content/yolov5/data/test/ul97x.jpg: 512x512 1 KN95, Done. (0.097s) image 1700/2000 /content/yolov5/data/test/um9q0.jpg: 512x512 1 KN95, Done. (0.100s) image 1701/2000 /content/yolov5/data/test/umevf.jpg: 512x512 1 KN95, Done. (0.100s) image 1702/2000 /content/yolov5/data/test/ummgu.jpg: 512x512 1 surgical, Done. (0.100s) image 1703/2000 /content/yolov5/data/test/umw0r.jpg: 512x512 1 surgical, Done. (0.099s) image 1704/2000 /content/yolov5/data/test/unhln.jpg: 512x512 1 surgical, 1 cloth, 2 KN95s, Done. (0.099s) image 1705/2000 /content/yolov5/data/test/uo390.jpg: 512x512 1 surgical, 3 cloths, Done. (0.096s) image 1706/2000 /content/yolov5/data/test/uoabi.jpg: 512x512 1 surgical, Done. (0.098s) image 1707/2000 /content/yolov5/data/test/upcxb.jpg: 512x512 1 N95, 1 KN95, Done. (0.098s) image 1708/2000 /content/yolov5/data/test/upt4f.jpg: 512x512 1 KN95, Done. (0.100s) image 1709/2000 /content/yolov5/data/test/uq8jb.jpg: 512x512 1 surgical, Done. (0.099s) image 1710/2000 /content/yolov5/data/test/uqg0z.jpg: 512x512 1 KN95, Done. (0.102s) image 1711/2000 /content/yolov5/data/test/uqv03.jpg: 512x512 1 cloth, Done. (0.098s) image 1712/2000 /content/yolov5/data/test/uqwf5.jpg: 512x512 1 KN95, Done. (0.098s) image 1713/2000 /content/yolov5/data/test/urh44.jpg: 512x512 1 surgical, Done. (0.097s) image 1714/2000 /content/yolov5/data/test/urwwa.jpg: 512x512 1 N95, Done. (0.099s) image 1715/2000 /content/yolov5/data/test/ut7sb.jpg: 512x512 1 KN95, Done. (0.100s) image 1716/2000 /content/yolov5/data/test/utf8e.jpg: 512x512 1 N95, Done. (0.100s) image 1717/2000 /content/yolov5/data/test/uucei.jpg: 512x512 1 surgical, Done. (0.100s) image 1718/2000 /content/yolov5/data/test/uupv7.jpg: 512x512 1 surgical, Done. (0.102s) image 1719/2000 /content/yolov5/data/test/uvly6.jpg: 512x512 1 surgical, Done. (0.099s) image 1720/2000 /content/yolov5/data/test/uvydp.jpg: 512x512 1 surgical, Done. (0.097s) image 1721/2000 /content/yolov5/data/test/uwqcf.jpg: 512x512 2 N95s, Done. (0.095s) image 1722/2000 /content/yolov5/data/test/ux7up.jpg: 512x512 1 KN95, Done. (0.099s) image 1723/2000 /content/yolov5/data/test/uxb84.jpg: 512x512 1 cloth, Done. (0.100s) image 1724/2000 /content/yolov5/data/test/uxczs.jpg: 512x512 1 surgical, Done. (0.099s) image 1725/2000 /content/yolov5/data/test/uycpe.jpg: 512x512 1 KN95, Done. (0.098s) image 1726/2000 /content/yolov5/data/test/v0knd.jpg: 512x512 1 cloth, Done. (0.100s) image 1727/2000 /content/yolov5/data/test/v18iu.jpg: 512x512 1 KN95, Done. (0.099s) image 1728/2000 /content/yolov5/data/test/v19ox.jpg: 512x512 1 surgical, Done. (0.098s) image 1729/2000 /content/yolov5/data/test/v1pxv.jpg: 512x512 1 N95, Done. (0.100s) image 1730/2000 /content/yolov5/data/test/v217j.jpg: 512x512 2 cloths, Done. (0.098s) image 1731/2000 /content/yolov5/data/test/v238v.jpg: 512x512 1 cloth, Done. (0.098s) image 1732/2000 /content/yolov5/data/test/v3j3b.jpg: 512x512 1 KN95, Done. (0.099s) image 1733/2000 /content/yolov5/data/test/v59b1.jpg: 512x512 1 cloth, Done. (0.099s) image 1734/2000 /content/yolov5/data/test/v5mb2.jpg: 512x512 1 cloth, Done. (0.098s) image 1735/2000 /content/yolov5/data/test/v7774.jpg: 512x512 1 KN95, Done. (0.099s) image 1736/2000 /content/yolov5/data/test/v7q1c.jpg: 512x512 1 N95, 1 surgical, 1 KN95, Done. (0.099s) image 1737/2000 /content/yolov5/data/test/v8ncu.jpg: 512x512 2 KN95s, Done. (0.096s) image 1738/2000 /content/yolov5/data/test/v9jbj.jpg: 512x512 1 cloth, Done. (0.098s) image 1739/2000 /content/yolov5/data/test/v9zbj.jpg: 512x512 1 N95, Done. (0.100s) image 1740/2000 /content/yolov5/data/test/vaqhl.jpg: 512x512 1 cloth, Done. (0.100s) image 1741/2000 /content/yolov5/data/test/vc1pl.jpg: 512x512 1 cloth, Done. (0.100s) image 1742/2000 /content/yolov5/data/test/vc9x1.jpg: 512x512 1 cloth, Done. (0.099s) image 1743/2000 /content/yolov5/data/test/vcgvs.jpg: 512x512 1 N95, Done. (0.100s) image 1744/2000 /content/yolov5/data/test/ve7ku.jpg: 512x512 1 N95, 1 surgical, Done. (0.098s) image 1745/2000 /content/yolov5/data/test/veiwi.jpg: 512x512 1 surgical, Done. (0.099s) image 1746/2000 /content/yolov5/data/test/veo2i.jpg: 512x512 1 surgical, Done. (0.098s) image 1747/2000 /content/yolov5/data/test/vepk7.jpg: 512x512 1 cloth, Done. (0.099s) image 1748/2000 /content/yolov5/data/test/veqwx.jpg: 512x512 1 N95, Done. (0.099s) image 1749/2000 /content/yolov5/data/test/vexsi.jpg: 512x512 1 KN95, Done. (0.100s) image 1750/2000 /content/yolov5/data/test/vfy83.jpg: 512x512 1 cloth, Done. (0.099s) image 1751/2000 /content/yolov5/data/test/vg20m.jpg: 512x512 1 surgical, Done. (0.099s) image 1752/2000 /content/yolov5/data/test/vgdir.jpg: 512x512 1 cloth, Done. (0.097s) image 1753/2000 /content/yolov5/data/test/vh0kg.jpg: 512x512 1 cloth, Done. (0.097s) image 1754/2000 /content/yolov5/data/test/vh7fr.jpg: 512x512 1 surgical, Done. (0.098s) image 1755/2000 /content/yolov5/data/test/vh82v.jpg: 512x512 1 KN95, Done. (0.100s) image 1756/2000 /content/yolov5/data/test/vhgzv.jpg: 512x512 1 KN95, Done. (0.100s) image 1757/2000 /content/yolov5/data/test/vhwyg.jpg: 512x512 1 N95, Done. (0.099s) image 1758/2000 /content/yolov5/data/test/viwut.jpg: 512x512 1 N95, 1 surgical, Done. (0.099s) image 1759/2000 /content/yolov5/data/test/vj8tb.jpg: 512x512 1 KN95, Done. (0.098s) image 1760/2000 /content/yolov5/data/test/vjfqw.jpg: 512x512 1 surgical, Done. (0.098s) image 1761/2000 /content/yolov5/data/test/vjxzu.jpg: 512x512 1 cloth, Done. (0.097s) image 1762/2000 /content/yolov5/data/test/vk4t0.jpg: 512x512 1 KN95, Done. (0.099s) image 1763/2000 /content/yolov5/data/test/vk8f1.jpg: 512x512 1 surgical, Done. (0.100s) image 1764/2000 /content/yolov5/data/test/vkf4w.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1765/2000 /content/yolov5/data/test/vkmdo.jpg: 512x512 2 surgicals, 1 KN95, Done. (0.099s) image 1766/2000 /content/yolov5/data/test/vkrcb.jpg: 512x512 1 cloth, Done. (0.099s) image 1767/2000 /content/yolov5/data/test/vlalh.jpg: 512x512 1 KN95, Done. (0.099s) image 1768/2000 /content/yolov5/data/test/vmlpr.jpg: 512x512 1 cloth, 1 KN95, Done. (0.097s) image 1769/2000 /content/yolov5/data/test/vn5id.jpg: 512x512 1 N95, Done. (0.098s) image 1770/2000 /content/yolov5/data/test/vnwrh.jpg: 512x512 1 surgical, Done. (0.099s) image 1771/2000 /content/yolov5/data/test/vo8n2.jpg: 512x512 1 surgical, Done. (0.100s) image 1772/2000 /content/yolov5/data/test/vocok.jpg: 512x512 1 surgical, Done. (0.101s) image 1773/2000 /content/yolov5/data/test/vogye.jpg: 512x512 1 surgical, Done. (0.099s) image 1774/2000 /content/yolov5/data/test/volyx.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1775/2000 /content/yolov5/data/test/vpb4p.jpg: 512x512 1 cloth, Done. (0.098s) image 1776/2000 /content/yolov5/data/test/vpor3.jpg: 512x512 1 surgical, Done. (0.098s) image 1777/2000 /content/yolov5/data/test/vq5ub.jpg: 512x512 1 N95, 1 KN95, Done. (0.099s) image 1778/2000 /content/yolov5/data/test/vqdok.jpg: 512x512 1 cloth, Done. (0.099s) image 1779/2000 /content/yolov5/data/test/vrrbr.jpg: 512x512 1 KN95, Done. (0.099s) image 1780/2000 /content/yolov5/data/test/vslgz.jpg: 512x512 1 KN95, Done. (0.099s) image 1781/2000 /content/yolov5/data/test/vsmmy.jpg: 512x512 1 cloth, Done. (0.099s) image 1782/2000 /content/yolov5/data/test/vt033.jpg: 512x512 1 cloth, Done. (0.099s) image 1783/2000 /content/yolov5/data/test/vtb0t.jpg: 512x512 1 N95, Done. (0.102s) image 1784/2000 /content/yolov5/data/test/vtwjb.jpg: 512x512 1 KN95, Done. (0.098s) image 1785/2000 /content/yolov5/data/test/vv75v.jpg: 512x512 1 cloth, Done. (0.100s) image 1786/2000 /content/yolov5/data/test/vvwif.jpg: 512x512 1 N95, Done. (0.100s) image 1787/2000 /content/yolov5/data/test/vw155.jpg: 512x512 1 KN95, Done. (0.099s) image 1788/2000 /content/yolov5/data/test/vwj6r.jpg: 512x512 2 N95s, Done. (0.099s) image 1789/2000 /content/yolov5/data/test/vx55y.jpg: 512x512 1 N95, Done. (0.099s) image 1790/2000 /content/yolov5/data/test/vy5bg.jpg: 512x512 1 cloth, Done. (0.098s) image 1791/2000 /content/yolov5/data/test/vy6ig.jpg: 512x512 2 KN95s, Done. (0.098s) image 1792/2000 /content/yolov5/data/test/vz0d8.jpg: 512x512 1 KN95, Done. (0.097s) image 1793/2000 /content/yolov5/data/test/vz7lx.jpg: 512x512 1 N95, Done. (0.099s) image 1794/2000 /content/yolov5/data/test/vzoad.jpg: 512x512 1 cloth, Done. (0.101s) image 1795/2000 /content/yolov5/data/test/w1f23.jpg: 512x512 1 KN95, Done. (0.101s) image 1796/2000 /content/yolov5/data/test/w2glh.jpg: 512x512 1 N95, 1 surgical, Done. (0.100s) image 1797/2000 /content/yolov5/data/test/w4lez.jpg: 512x512 1 surgical, Done. (0.098s) image 1798/2000 /content/yolov5/data/test/w4lfz.jpg: 512x512 1 KN95, Done. (0.099s) image 1799/2000 /content/yolov5/data/test/w4th7.jpg: 512x512 2 surgicals, Done. (0.098s) image 1800/2000 /content/yolov5/data/test/w54fo.jpg: 512x512 1 KN95, Done. (0.097s) image 1801/2000 /content/yolov5/data/test/w5h5f.jpg: 512x512 1 KN95, Done. (0.099s) image 1802/2000 /content/yolov5/data/test/w6gog.jpg: 512x512 1 N95, 1 cloth, Done. (0.100s) image 1803/2000 /content/yolov5/data/test/w6ohj.jpg: 512x512 1 surgical, Done. (0.100s) image 1804/2000 /content/yolov5/data/test/w7frr.jpg: 512x512 1 surgical, Done. (0.099s) image 1805/2000 /content/yolov5/data/test/w7yk6.jpg: 512x512 1 N95, Done. (0.098s) image 1806/2000 /content/yolov5/data/test/w9s6x.jpg: 512x512 1 surgical, Done. (0.098s) image 1807/2000 /content/yolov5/data/test/wbug9.jpg: 512x512 1 KN95, Done. (0.098s) image 1808/2000 /content/yolov5/data/test/wbx3c.jpg: 512x512 1 N95, Done. (0.098s) image 1809/2000 /content/yolov5/data/test/wddiq.jpg: 512x512 1 cloth, Done. (0.099s) image 1810/2000 /content/yolov5/data/test/wejem.jpg: 512x512 1 N95, Done. (0.099s) image 1811/2000 /content/yolov5/data/test/weq5d.jpg: 512x512 1 N95, Done. (0.099s) image 1812/2000 /content/yolov5/data/test/wf0es.jpg: 512x512 1 KN95, Done. (0.100s) image 1813/2000 /content/yolov5/data/test/wgua5.jpg: 512x512 1 N95, Done. (0.098s) image 1814/2000 /content/yolov5/data/test/wh2ji.jpg: 512x512 1 N95, Done. (0.098s) image 1815/2000 /content/yolov5/data/test/wh3tn.jpg: 512x512 1 cloth, Done. (0.100s) image 1816/2000 /content/yolov5/data/test/wiry7.jpg: 512x512 1 surgical, Done. (0.099s) image 1817/2000 /content/yolov5/data/test/wj91i.jpg: 512x512 1 surgical, Done. (0.099s) image 1818/2000 /content/yolov5/data/test/wj9zt.jpg: 512x512 1 KN95, Done. (0.100s) image 1819/2000 /content/yolov5/data/test/wjmxe.jpg: 512x512 1 surgical, Done. (0.098s) image 1820/2000 /content/yolov5/data/test/wju3k.jpg: 512x512 1 surgical, Done. (0.098s) image 1821/2000 /content/yolov5/data/test/wk3e7.jpg: 512x512 1 KN95, Done. (0.098s) image 1822/2000 /content/yolov5/data/test/wkdzu.jpg: 512x512 1 surgical, 2 KN95s, Done. (0.098s) image 1823/2000 /content/yolov5/data/test/wlcl2.jpg: 512x512 1 N95, Done. (0.100s) image 1824/2000 /content/yolov5/data/test/wlhmd.jpg: 512x512 1 KN95, Done. (0.098s) image 1825/2000 /content/yolov5/data/test/wm6om.jpg: 512x512 1 cloth, Done. (0.099s) image 1826/2000 /content/yolov5/data/test/wmgrz.jpg: 512x512 1 N95, Done. (0.099s) image 1827/2000 /content/yolov5/data/test/wmir8.jpg: 512x512 1 N95, Done. (0.099s) image 1828/2000 /content/yolov5/data/test/wmjhq.jpg: 512x512 1 cloth, Done. (0.100s) image 1829/2000 /content/yolov5/data/test/wmp1x.jpg: 512x512 1 cloth, Done. (0.099s) image 1830/2000 /content/yolov5/data/test/wnlyj.jpg: 512x512 1 N95, Done. (0.098s) image 1831/2000 /content/yolov5/data/test/wnn4e.jpg: 512x512 1 N95, Done. (0.099s) image 1832/2000 /content/yolov5/data/test/wp5t9.jpg: 512x512 1 N95, 1 cloth, 1 KN95, Done. (0.098s) image 1833/2000 /content/yolov5/data/test/wq0kk.jpg: 512x512 1 KN95, Done. (0.099s) image 1834/2000 /content/yolov5/data/test/wq62s.jpg: 512x512 1 surgical, Done. (0.100s) image 1835/2000 /content/yolov5/data/test/wrx4y.jpg: 512x512 1 KN95, Done. (0.099s) image 1836/2000 /content/yolov5/data/test/wssf5.jpg: 512x512 1 cloth, 1 KN95, Done. (0.100s) image 1837/2000 /content/yolov5/data/test/wthah.jpg: 512x512 1 N95, Done. (0.100s) image 1838/2000 /content/yolov5/data/test/wuec6.jpg: 512x512 1 N95, Done. (0.099s) image 1839/2000 /content/yolov5/data/test/wwesn.jpg: 512x512 1 cloth, Done. (0.100s) image 1840/2000 /content/yolov5/data/test/wwoo3.jpg: 512x512 1 N95, 1 KN95, Done. (0.098s) image 1841/2000 /content/yolov5/data/test/wxqmx.jpg: 512x512 1 cloth, Done. (0.098s) image 1842/2000 /content/yolov5/data/test/wzo4u.jpg: 512x512 1 N95, Done. (0.098s) image 1843/2000 /content/yolov5/data/test/wzta9.jpg: 512x512 1 KN95, Done. (0.100s) image 1844/2000 /content/yolov5/data/test/x0bg0.jpg: 512x512 1 cloth, Done. (0.097s) image 1845/2000 /content/yolov5/data/test/x0okd.jpg: 512x512 1 KN95, Done. (0.099s) image 1846/2000 /content/yolov5/data/test/x1ssx.jpg: 512x512 1 N95, Done. (0.098s) image 1847/2000 /content/yolov5/data/test/x2fpr.jpg: 512x512 1 surgical, Done. (0.098s) image 1848/2000 /content/yolov5/data/test/x6s8y.jpg: 512x512 1 surgical, Done. (0.098s) image 1849/2000 /content/yolov5/data/test/x6swg.jpg: 512x512 1 KN95, Done. (0.099s) image 1850/2000 /content/yolov5/data/test/x7kvz.jpg: 512x512 1 cloth, Done. (0.098s) image 1851/2000 /content/yolov5/data/test/x84cd.jpg: 512x512 3 KN95s, Done. (0.099s) image 1852/2000 /content/yolov5/data/test/x8kq5.jpg: 512x512 1 N95, Done. (0.100s) image 1853/2000 /content/yolov5/data/test/x8z6w.jpg: 512x512 2 N95s, Done. (0.102s) image 1854/2000 /content/yolov5/data/test/x99cn.jpg: 512x512 1 N95, Done. (0.098s) image 1855/2000 /content/yolov5/data/test/x9q2h.jpg: 512x512 1 N95, Done. (0.099s) image 1856/2000 /content/yolov5/data/test/xaktu.jpg: 512x512 1 surgical, Done. (0.098s) image 1857/2000 /content/yolov5/data/test/xc2is.jpg: 512x512 1 surgical, Done. (0.098s) image 1858/2000 /content/yolov5/data/test/xc8lp.jpg: 512x512 1 KN95, Done. (0.101s) image 1859/2000 /content/yolov5/data/test/xe8bt.jpg: 512x512 1 surgical, Done. (0.100s) image 1860/2000 /content/yolov5/data/test/xfpjk.jpg: 512x512 1 KN95, Done. (0.099s) image 1861/2000 /content/yolov5/data/test/xhuw2.jpg: 512x512 1 cloth, Done. (0.100s) image 1862/2000 /content/yolov5/data/test/xi350.jpg: 512x512 1 KN95, Done. (0.099s) image 1863/2000 /content/yolov5/data/test/xi92f.jpg: 512x512 1 cloth, 1 KN95, Done. (0.099s) image 1864/2000 /content/yolov5/data/test/xi9df.jpg: 512x512 1 cloth, Done. (0.099s) image 1865/2000 /content/yolov5/data/test/xigdz.jpg: 512x512 1 N95, Done. (0.098s) image 1866/2000 /content/yolov5/data/test/xiwrh.jpg: 512x512 2 N95s, Done. (0.099s) image 1867/2000 /content/yolov5/data/test/xizt6.jpg: 512x512 1 cloth, Done. (0.100s) image 1868/2000 /content/yolov5/data/test/xj64j.jpg: 512x512 1 N95, Done. (0.100s) image 1869/2000 /content/yolov5/data/test/xkpuy.jpg: 512x512 1 cloth, Done. (0.099s) image 1870/2000 /content/yolov5/data/test/xl3g7.jpg: 512x512 2 surgicals, 1 KN95, Done. (0.099s) image 1871/2000 /content/yolov5/data/test/xlnle.jpg: 512x512 1 surgical, Done. (0.101s) image 1872/2000 /content/yolov5/data/test/xm2o1.jpg: 512x512 1 N95, Done. (0.099s) image 1873/2000 /content/yolov5/data/test/xmr7b.jpg: 512x512 1 KN95, Done. (0.099s) image 1874/2000 /content/yolov5/data/test/xnry0.jpg: 512x512 1 N95, Done. (0.098s) image 1875/2000 /content/yolov5/data/test/xoa01.jpg: 512x512 1 N95, Done. (0.099s) image 1876/2000 /content/yolov5/data/test/xotk3.jpg: 512x512 1 KN95, Done. (0.099s) image 1877/2000 /content/yolov5/data/test/xqrc1.jpg: 512x512 1 surgical, Done. (0.099s) image 1878/2000 /content/yolov5/data/test/xqrjy.jpg: 512x512 1 cloth, Done. (0.099s) image 1879/2000 /content/yolov5/data/test/xs49y.jpg: 512x512 1 cloth, Done. (0.101s) image 1880/2000 /content/yolov5/data/test/xsel4.jpg: 512x512 1 surgical, Done. (0.102s) image 1881/2000 /content/yolov5/data/test/xt6zy.jpg: 512x512 1 surgical, Done. (0.100s) image 1882/2000 /content/yolov5/data/test/xt9q1.jpg: 512x512 1 KN95, Done. (0.100s) image 1883/2000 /content/yolov5/data/test/xtcw0.jpg: 512x512 1 cloth, Done. (0.099s) image 1884/2000 /content/yolov5/data/test/xtfu3.jpg: 512x512 1 cloth, Done. (0.099s) image 1885/2000 /content/yolov5/data/test/xtjrf.jpg: 512x512 1 KN95, Done. (0.098s) image 1886/2000 /content/yolov5/data/test/xu26l.jpg: 512x512 1 surgical, Done. (0.098s) image 1887/2000 /content/yolov5/data/test/xujby.jpg: 512x512 1 cloth, Done. (0.097s) image 1888/2000 /content/yolov5/data/test/xv57n.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1889/2000 /content/yolov5/data/test/xvq25.jpg: 512x512 1 KN95, Done. (0.103s) image 1890/2000 /content/yolov5/data/test/xvze4.jpg: 512x512 1 cloth, Done. (0.101s) image 1891/2000 /content/yolov5/data/test/xw9k6.jpg: 512x512 1 KN95, Done. (0.100s) image 1892/2000 /content/yolov5/data/test/xwmhq.jpg: 512x512 1 KN95, Done. (0.099s) image 1893/2000 /content/yolov5/data/test/xx1s3.jpg: 512x512 1 KN95, Done. (0.098s) image 1894/2000 /content/yolov5/data/test/xy0yv.jpg: 512x512 1 N95, 1 cloth, 1 KN95, Done. (0.099s) image 1895/2000 /content/yolov5/data/test/xynx4.jpg: 512x512 1 cloth, Done. (0.099s) image 1896/2000 /content/yolov5/data/test/xzl94.jpg: 512x512 1 surgical, Done. (0.097s) image 1897/2000 /content/yolov5/data/test/xztkb.jpg: 512x512 1 N95, Done. (0.100s) image 1898/2000 /content/yolov5/data/test/xzudx.jpg: 512x512 1 N95, 1 KN95, Done. (0.103s) image 1899/2000 /content/yolov5/data/test/y2owy.jpg: 512x512 1 surgical, Done. (0.099s) image 1900/2000 /content/yolov5/data/test/y31wp.jpg: 512x512 1 surgical, Done. (0.099s) image 1901/2000 /content/yolov5/data/test/y39jy.jpg: 512x512 1 KN95, Done. (0.097s) image 1902/2000 /content/yolov5/data/test/y3t7z.jpg: 512x512 1 surgical, Done. (0.098s) image 1903/2000 /content/yolov5/data/test/y45r1.jpg: 512x512 1 N95, Done. (0.099s) image 1904/2000 /content/yolov5/data/test/y4qnj.jpg: 512x512 1 KN95, Done. (0.100s) image 1905/2000 /content/yolov5/data/test/y4u4j.jpg: 512x512 1 surgical, 1 KN95, Done. (0.101s) image 1906/2000 /content/yolov5/data/test/y51rg.jpg: 512x512 1 surgical, Done. (0.100s) image 1907/2000 /content/yolov5/data/test/y6pzw.jpg: 512x512 1 N95, Done. (0.104s) image 1908/2000 /content/yolov5/data/test/y79ep.jpg: 512x512 1 KN95, Done. (0.099s) image 1909/2000 /content/yolov5/data/test/y7dyj.jpg: 512x512 1 cloth, Done. (0.098s) image 1910/2000 /content/yolov5/data/test/y85ao.jpg: 512x512 1 KN95, Done. (0.100s) image 1911/2000 /content/yolov5/data/test/y8od4.jpg: 512x512 1 N95, Done. (0.099s) image 1912/2000 /content/yolov5/data/test/y90jo.jpg: 512x512 1 KN95, Done. (0.100s) image 1913/2000 /content/yolov5/data/test/yake5.jpg: 512x512 1 surgical, Done. (0.099s) image 1914/2000 /content/yolov5/data/test/yas54.jpg: 512x512 1 surgical, Done. (0.099s) image 1915/2000 /content/yolov5/data/test/yc29n.jpg: 512x512 1 cloth, Done. (0.098s) image 1916/2000 /content/yolov5/data/test/ycu7q.jpg: 512x512 1 surgical, Done. (0.100s) image 1917/2000 /content/yolov5/data/test/yd1w4.jpg: 512x512 1 surgical, Done. (0.099s) image 1918/2000 /content/yolov5/data/test/ye6fh.jpg: 512x512 1 surgical, Done. (0.101s) image 1919/2000 /content/yolov5/data/test/ye794.jpg: 512x512 1 KN95, Done. (0.098s) image 1920/2000 /content/yolov5/data/test/yf7d7.jpg: 512x512 1 KN95, Done. (0.099s) image 1921/2000 /content/yolov5/data/test/ygeog.jpg: 512x512 1 N95, Done. (0.099s) image 1922/2000 /content/yolov5/data/test/ylf4y.jpg: 512x512 1 KN95, Done. (0.098s) image 1923/2000 /content/yolov5/data/test/ylwrj.jpg: 512x512 1 surgical, Done. (0.099s) image 1924/2000 /content/yolov5/data/test/yma96.jpg: 512x512 1 KN95, Done. (0.098s) image 1925/2000 /content/yolov5/data/test/ymcop.jpg: 512x512 1 KN95, Done. (0.101s) image 1926/2000 /content/yolov5/data/test/ymioy.jpg: 512x512 1 N95, Done. (0.098s) image 1927/2000 /content/yolov5/data/test/yo9q0.jpg: 512x512 1 cloth, Done. (0.097s) image 1928/2000 /content/yolov5/data/test/yop0i.jpg: 512x512 1 KN95, Done. (0.100s) image 1929/2000 /content/yolov5/data/test/yrqu6.jpg: 512x512 1 KN95, Done. (0.099s) image 1930/2000 /content/yolov5/data/test/ysiy0.jpg: 512x512 1 N95, Done. (0.098s) image 1931/2000 /content/yolov5/data/test/ysjbd.jpg: 512x512 1 cloth, Done. (0.098s) image 1932/2000 /content/yolov5/data/test/ysnh3.jpg: 512x512 1 cloth, Done. (0.098s) image 1933/2000 /content/yolov5/data/test/yu3q2.jpg: 512x512 1 cloth, Done. (0.098s) image 1934/2000 /content/yolov5/data/test/yv0hu.jpg: 512x512 1 KN95, Done. (0.102s) image 1935/2000 /content/yolov5/data/test/yvijy.jpg: 512x512 1 KN95, Done. (0.097s) image 1936/2000 /content/yolov5/data/test/yvo7m.jpg: 512x512 1 cloth, Done. (0.099s) image 1937/2000 /content/yolov5/data/test/ywcu3.jpg: 512x512 1 surgical, Done. (0.098s) image 1938/2000 /content/yolov5/data/test/ywv19.jpg: 512x512 1 N95, 1 cloth, 1 KN95, Done. (0.098s) image 1939/2000 /content/yolov5/data/test/yx5q7.jpg: 512x512 1 KN95, Done. (0.098s) image 1940/2000 /content/yolov5/data/test/yy8or.jpg: 512x512 1 surgical, Done. (0.101s) image 1941/2000 /content/yolov5/data/test/yyi44.jpg: 512x512 1 cloth, 1 KN95, Done. (0.099s) image 1942/2000 /content/yolov5/data/test/yz4d7.jpg: 512x512 1 cloth, Done. (0.099s) image 1943/2000 /content/yolov5/data/test/z0fvf.jpg: 512x512 1 surgical, Done. (0.105s) image 1944/2000 /content/yolov5/data/test/z1uy1.jpg: 512x512 3 N95s, Done. (0.098s) image 1945/2000 /content/yolov5/data/test/z5cw1.jpg: 512x512 1 cloth, Done. (0.098s) image 1946/2000 /content/yolov5/data/test/z5nwz.jpg: 512x512 1 N95, 1 KN95, Done. (0.097s) image 1947/2000 /content/yolov5/data/test/z5x5b.jpg: 512x512 1 surgical, Done. (0.098s) image 1948/2000 /content/yolov5/data/test/z63v5.jpg: 512x512 1 cloth, Done. (0.098s) image 1949/2000 /content/yolov5/data/test/z6f5d.jpg: 512x512 1 KN95, Done. (0.099s) image 1950/2000 /content/yolov5/data/test/z7h3t.jpg: 512x512 1 surgical, Done. (0.100s) image 1951/2000 /content/yolov5/data/test/z7i01.jpg: 512x512 1 N95, Done. (0.099s) image 1952/2000 /content/yolov5/data/test/z81fd.jpg: 512x512 1 cloth, Done. (0.104s) image 1953/2000 /content/yolov5/data/test/z88kn.jpg: 512x512 1 cloth, Done. (0.098s) image 1954/2000 /content/yolov5/data/test/z8dbg.jpg: 512x512 1 N95, Done. (0.102s) image 1955/2000 /content/yolov5/data/test/z997s.jpg: 512x512 1 cloth, Done. (0.099s) image 1956/2000 /content/yolov5/data/test/zb5xj.jpg: 512x512 1 cloth, Done. (0.097s) image 1957/2000 /content/yolov5/data/test/zd20o.jpg: 512x512 1 surgical, Done. (0.099s) image 1958/2000 /content/yolov5/data/test/zd81x.jpg: 512x512 1 cloth, Done. (0.099s) image 1959/2000 /content/yolov5/data/test/zdba4.jpg: 512x512 1 KN95, Done. (0.099s) image 1960/2000 /content/yolov5/data/test/ze03r.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1961/2000 /content/yolov5/data/test/zemx2.jpg: 512x512 1 cloth, Done. (0.102s) image 1962/2000 /content/yolov5/data/test/zf0xb.jpg: 512x512 1 N95, Done. (0.099s) image 1963/2000 /content/yolov5/data/test/zgqfr.jpg: 512x512 1 cloth, Done. (0.099s) image 1964/2000 /content/yolov5/data/test/zgzq4.jpg: 512x512 1 surgical, Done. (0.097s) image 1965/2000 /content/yolov5/data/test/zhd62.jpg: 512x512 1 KN95, Done. (0.099s) image 1966/2000 /content/yolov5/data/test/zhvox.jpg: 512x512 2 cloths, Done. (0.099s) image 1967/2000 /content/yolov5/data/test/zij0z.jpg: 512x512 1 N95, Done. (0.098s) image 1968/2000 /content/yolov5/data/test/zivxg.jpg: 512x512 1 N95, Done. (0.099s) image 1969/2000 /content/yolov5/data/test/zj95j.jpg: 512x512 1 surgical, Done. (0.099s) image 1970/2000 /content/yolov5/data/test/zjtqc.jpg: 512x512 1 N95, Done. (0.098s) image 1971/2000 /content/yolov5/data/test/zkhpe.jpg: 512x512 1 cloth, Done. (0.098s) image 1972/2000 /content/yolov5/data/test/zkk14.jpg: 512x512 1 surgical, Done. (0.097s) image 1973/2000 /content/yolov5/data/test/zknvu.jpg: 512x512 1 cloth, Done. (0.099s) image 1974/2000 /content/yolov5/data/test/zkqra.jpg: 512x512 1 surgical, Done. (0.100s) image 1975/2000 /content/yolov5/data/test/zlumk.jpg: 512x512 1 cloth, Done. (0.099s) image 1976/2000 /content/yolov5/data/test/zlx1v.jpg: 512x512 1 KN95, Done. (0.099s) image 1977/2000 /content/yolov5/data/test/zmab6.jpg: 512x512 1 N95, 1 cloth, Done. (0.099s) image 1978/2000 /content/yolov5/data/test/zpae6.jpg: 512x512 1 KN95, Done. (0.098s) image 1979/2000 /content/yolov5/data/test/zqarw.jpg: 512x512 1 KN95, Done. (0.098s) image 1980/2000 /content/yolov5/data/test/zqgc4.jpg: 512x512 1 cloth, Done. (0.100s) image 1981/2000 /content/yolov5/data/test/zr54h.jpg: 512x512 1 surgical, Done. (0.097s) image 1982/2000 /content/yolov5/data/test/zrxfy.jpg: 512x512 1 N95, Done. (0.098s) image 1983/2000 /content/yolov5/data/test/zs5az.jpg: 512x512 1 N95, Done. (0.099s) image 1984/2000 /content/yolov5/data/test/zs8wf.jpg: 512x512 2 N95s, Done. (0.098s) image 1985/2000 /content/yolov5/data/test/zstuj.jpg: 512x512 1 N95, Done. (0.098s) image 1986/2000 /content/yolov5/data/test/zt3oj.jpg: 512x512 1 surgical, 1 cloth, Done. (0.099s) image 1987/2000 /content/yolov5/data/test/zu43s.jpg: 512x512 1 cloth, Done. (0.099s) image 1988/2000 /content/yolov5/data/test/zv10p.jpg: 512x512 1 surgical, 1 KN95, Done. (0.099s) image 1989/2000 /content/yolov5/data/test/zv6yv.jpg: 512x512 1 cloth, Done. (0.100s) image 1990/2000 /content/yolov5/data/test/zvsry.jpg: 512x512 1 surgical, Done. (0.099s) image 1991/2000 /content/yolov5/data/test/zwbk6.jpg: 512x512 2 KN95s, Done. (0.099s) image 1992/2000 /content/yolov5/data/test/zxuqg.jpg: 512x512 1 N95, Done. (0.098s) image 1993/2000 /content/yolov5/data/test/zxx06.jpg: 512x512 1 KN95, Done. (0.098s) image 1994/2000 /content/yolov5/data/test/zy8u2.jpg: 512x512 1 cloth, Done. (0.100s) image 1995/2000 /content/yolov5/data/test/zybue.jpg: 512x512 1 surgical, Done. (0.100s) image 1996/2000 /content/yolov5/data/test/zyo7h.jpg: 512x512 1 N95, 1 KN95, Done. (0.100s) image 1997/2000 /content/yolov5/data/test/zyoi9.jpg: 512x512 1 cloth, Done. (0.101s) image 1998/2000 /content/yolov5/data/test/zyptm.jpg: 512x512 1 N95, Done. (0.099s) image 1999/2000 /content/yolov5/data/test/zz2xv.jpg: 512x512 1 KN95, Done. (0.098s) image 2000/2000 /content/yolov5/data/test/zzb08.jpg: 512x512 1 N95, Done. (0.098s) Speed: 0.4ms pre-process, 99.8ms inference, 1.7ms NMS per image at shape (1, 3, 512, 512) Results saved to runs/detect/exp4 1999 labels saved to runs/detect/exp4/labels
In [36]:
def correct_bbox_format(bbox):
for i in range(len(bbox)):
bbox[i] = float(bbox[i])
xc, yc = int(np.round(bbox[0]*img_size)), int(np.round(bbox[1]*img_size))
w, h = int(np.round(bbox[2]*img_size)), int(np.round(bbox[3]*img_size))
xmin = xc - int(np.round(w/2))
xmax = xc + int(np.round(w/2))
ymin = yc - int(np.round(h/2))
ymax = yc + int(np.round(h/2))
return [xmin, ymin, xmax, ymax]
In [26]:
label_dict = dict((v,k) for k,v in label_dict.items())
print(label_dict)
{0: 'N95', 1: 'surgical', 2: 'cloth', 3: 'KN95'}
In [62]:
test_df = pd.read_csv('data/sample_submission.csv')
for i in range(len(test_df)):
conf_score = []
bbox = []
masktype = []
f = test_df.ImageID[i]
try:
x = open('/content/yolov5/runs/detect/exp4/labels/' + f + '.txt', "r")
result = (x.read()).split()
for j in range(len(result)//6):
conf_score.append(result[5+6*j])
bbox.append(result[1+6*j:1+6*j+4])
masktype.append(result[0+6*j])
#print(conf_score, bbox, masktype)
# find the obj with the most conf_score
index = np.argmax(conf_score)
test_df.masktype[i] = label_dict[int(masktype[index])]
test_df.bbox[i] = correct_bbox_format(bbox[index])
except:
print(test_df.ImageID[i])
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:20: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy /usr/local/lib/python3.7/dist-packages/pandas/core/indexing.py:1732: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy self._setitem_single_block(indexer, value, name)
l211c
In [63]:
test_df.tail()
Out[63]:
| ImageID | bbox | masktype | |
|---|---|---|---|
| 1995 | 4tvhh | [54, 126, 298, 326] | surgical |
| 1996 | s3p47 | [126, 247, 382, 467] | surgical |
| 1997 | uqg0z | [73, 387, 381, 511] | KN95 |
| 1998 | w6ohj | [312, 316, 512, 512] | surgical |
| 1999 | f02oc | [298, 182, 512, 402] | N95 |
In [64]:
!rm -rf assets
!mkdir assets
test_df.to_csv(os.path.join("assets", "submission.csv"), index=False)
In [ ]:
%aicrowd notebook submit -c mask-prediction -a assets --no-verify
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