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shivam
Shivam Khandelwal

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Gurgaon, IN

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graded 191712
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graded 191708

Using AI For Building’s Energy Management

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Interactive embodied agents for Human-AI collaboration

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failed 196349
failed 196338
graded 195999

What data should you label to get the most value for your money?

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graded 177046
failed 176542
failed 176404

A benchmark for image-based food recognition

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failed 177330
graded 177329
graded 177328

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graded 180080
graded 180079

Behavioral Representation Learning from Animal Poses.

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graded 179081
graded 173187
graded 173085

Airborne Object Tracking Challenge

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graded 150618
graded 148372
graded 145797

ASCII-rendered single-player dungeon crawl game

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submitted 158196
failed 158192
failed 158191

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graded 158774
graded 147099
graded 141760

Improving the HTR output of Greek papyri and Byzantine manuscripts

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graded 188253
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graded 165005
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graded 164936

Machine Learning for detection of early onset of Alzheimers

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5 Puzzles 21 Days. Can you solve it all?

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Sample Efficient Reinforcement Learning in Minecraft

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graded 150880
failed 149894
failed 149002

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graded 167201

Measure sample efficiency and generalization in reinforcement learning using procedurally generated environments

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5 Puzzles 21 Days. Can you solve it all?

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Self-driving RL on DeepRacer cars - From simulation to real world

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Robustness and teamwork in a massively multiagent environment

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3D Seismic Image Interpretation by Machine Learning

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graded 82746
graded 82738
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5 Puzzles 21 Days. Can you solve it all?

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graded 149881
submitted 149879
failed 144887

Play in a realistic insurance market, compete for profit!

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graded 113613
graded 110174
graded 110172

5 Puzzles 21 Days. Can you solve it all?

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5 Puzzles 21 Days. Can you solve it all?

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Multi-Agent Reinforcement Learning on Trains

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failed 84106
failed 84105
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A dataset and open-ended challenge for music recommendation research

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A benchmark for image-based food recognition

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graded 59791
failed 59371
failed 31084

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graded 139559
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Sample-efficient reinforcement learning in Minecraft

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graded 120070
graded 117123
graded 113473

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graded 125603
graded 125602
graded 125601

5 Puzzles, 3 Weeks. Can you solve them all? πŸ˜‰

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Multi-agent RL in game environment. Train your Derklings, creatures with a neural network brain, to fight for you!

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Predicting smell of molecular compounds

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failed 114224
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graded 60335
graded 60334

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failed 68839
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5 Problems 21 Days. Can you solve it all?

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failed 122822

5 Puzzles 21 Days. Can you solve it all?

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Robots that learn to interact with the environment autonomously

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graded 99115
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failed 99109

5 Puzzles, 3 Weeks | Can you solve them all?

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graded 115551
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graded 115536

5 PROBLEMS 3 WEEKS. CAN YOU SOLVE THEM ALL?

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Grouping/Sorting players into their respective teams

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5 Problems 15 Days. Can you solve it all?

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Sample-efficient reinforcement learning in Minecraft

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Multi Agent Reinforcement Learning on Trains.

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Recognise Handwritten Digits

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graded 191700
graded 191699
graded 191698

Online News Prediction

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5 Problems 15 Days. Can you solve it all?

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graded 67402
graded 66492

Project 2: Road extraction from satellite images

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Project 2: build our own recommender system, and test its performance

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Project 2: build our own text classifier system, and test its performance.

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Help improve humanitarian crisis response through better NLP modeling

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failed 32245

Reincarnation of personal data entities in unstructured data sets

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Robots that learn to interact with the environment autonomously

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A new benchmark for Artificial Intelligence (AI) research in Reinforcement Learning

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Predict if users will skip or listen to the music they're streamed

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PlantVillage is built on the premise that all knowledge that helps people grow food should be openly accessible to anyone on the planet.

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Predict Labor Class

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graded 68597

5 PROBLEMS 3 WEEKS. CAN YOU SOLVE THEM ALL?

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failed 85240

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Real Time Mask Detection

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graded 80051

Predict if users will skip or listen to the music they're streamed

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Recognizing bird sounds in monophone soundscapes

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Predict Wine Quality

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Predict if an online advertisement will be clicked or not

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Detect water bodies from satellite Imagery

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failed 85240

DA Final Project challenges for Monsoon 2020

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ACL-BioNLP Shared Task

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Identify which side has least players

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Predict viewer reactions from a large-scale video dataset!

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Detect Multi-Animal Behaviors from a large, hand-labeled dataset.

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failed 125036

Reinforcement Learning, IIT-M, assignment 1

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graded 177209

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failed 149894
failed 149002

Can you dock a spacecraft to ISS ?

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Multi-Agent Reinforcement Learning on Trains

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graded 152700

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Image-based plant identification at global scale

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Round 1 - Completed

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graded 173085

Localization, SLAM, Place Recognition, Visual Navigation, Loop Closure Detection

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Predict Age From A Picture

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failed 182084

Identify Words from silent video inputs.

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graded 182202
failed 182087

Round 2 - Active | Claim AWS Credits by beating the baseline

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graded 179081

A Challenge on Continual Learning using Real-World Imagery

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Monocular Depth Estimation

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Participant Rating
thomas_cloarec 0
anssi 221
rohitmidha23 265
sanjaypokkali 221
ayush_upadhyay 0
ashivani
leocd 0
deepesh_grover 0
jyotish
vrv 0
singstad90 0
amitabh 0
jerome_patel 0
cadabullos 0
krishna_kaushik 0
Participant Rating
aicrowd-bot
anssi 221
MasterScrat 229
mohanty
marcel
user18081971 0
nikhil_rayaprolu 190
sauravkar 0
pulkit_gera 0
akshatcx -39
akhilesh 0
piotrekpasciak 0
yoogottamk 245
hagrid67 103
shraddhaa_mohan 272
aditya_morolia 0
sanjaypokkali 221
nickinack 0
rohitmidha23 265
shubham_sharma 0
kartik.gupta0204 0
shubhankar.sb 0
vrv 0
ashivani
leocd 0
michael_bordeleau 0
dmytro_poplavskiy 0
michael_schmuker 0
jyotish

ESCI Challenge for Improving Product Search

πŸš€ Code Submission Round Launched πŸš€

30 days ago

Hi @dami,

We have re-run these submissions along with the fix for your issue.
It should pass automatically or will show relevant logs in case of failure now on.

No debug logs was given in my fail submission

About 1 month ago

Hi @dami, I have shared the error and potential solution in your GitLab issue page given it includes information about your approach.

Let us know in case it helps. :raised_hands:
You can reply back on the comment here or on the GitLab issue page.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @wac81, the leaderboard contains the best submission from each participants (not all the submissions). I assume that may have caused the confusion.

You can see all your submission here (they are merged for all the tasks in this challenge, but you can identify them using relevant repository name):
https://www.aicrowd.com/challenges/esci-challenge-for-improving-product-search/submissions?my_submissions=true

Best,
Shivam

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @vitor_amancio_jerony, thanks for the logs.

We have identified the bug during the evaluation phase which caused the models to load twice, and is now fixed.
We have also restarted your latest submission and monitoring if any similar error happens to it.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi all, in case you feel your submission is running quite slow online v/s your local setup.
It might be a good idea to verify torch or relevant packages are installed properly.

Here is an example for torch:

In case you are confused how to verify for your package, please let us know and we can release relevant FAQs.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @wac81, it has failed due to timeout.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @LYZD-fintech,

All the successful submissions would be considered for the final ranking in this challenge.

Best,
Shivam

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @LYZD-fintech,

Each submission has dedicated compute resources.

The time elapsed, that is reported on the issue page is currently wrong and will be fixed soon, it shows the total time from the submission to completion (instead of start of execution of your code to the end). The timeout however is properly implemented and only considers the running time.

We provision a new machine dynamically for each submission, due to which the time elapsed might have been higher when there are a high number of submissions in the evaluation queue (multiple machines got provisioned)

I hope that clears any confusion.

Best,
Shivam

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @wac81, your submissions have been evaluated.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @vitor_amancio_jerony @qinpersevere & all,

The image building code has been updated on our side, and the repository size is no longer a restriction.

Please keep in mind that the resources available for inference are same for everyone i.e. Tesla V100-SXM2-16GB.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @zhichao_feng, your submissions have failed due to 90 minutes timeout for each public & private phase runs. (it got 92% in 90m)

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @wac81,

The issue is resolved and I noticed you were able to make the submission just now.
Please let us know in case you face any other issue.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @animath3099, the issue has been resolved. You can try to make a submission now.

Note: Please remove debug: true from your aicrowd.json, due to which no slots remaining error is coming.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @animath3099, can you share the link to the issue page? We are looking into it.

πŸš€ Datasets Released & Submissions Open πŸš€

About 1 month ago

Hi @olivertautz, that’s not the case, and any team member can submit in the challenge (not only the team member).

Can you please help by sharing relevant URL (Issue page, submission ID, etc) and/or a screenshot?

Fatal: pack exceeds maximum allowed size

About 1 month ago

Hi @pn1,

Please use git-lfs to upload larger files in your repository.

The relevant commands are available in starter kit, or you can refer this for example.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @vitor_amancio_jerony,

Can you check if weights can be pruned in your approach?

We are checking internally to increase the allowed submission/model size meanwhile, and will update you soon.

πŸš€ Code Submission Round Launched πŸš€

About 1 month ago

Hi @qinpersevere,

We don’t want you to be restricted because of the submission limit.

Due to this, the submissions can have a maximum size of 10GB [to prevent abuse].
Along with it, the limit is only applied on the files present in your current tag (HEAD i.e. part of the submission). You only need to remove any unwanted [or old] models from your HEAD, without worrying about deleting them from git history, etc.

In case your usecase require more than 10GB, please let us know.

Best,
Shivam

cc: @xuange_cui, @TransiEnt, @ystkin, @masatoh

Frequently Asked Questions

How to install pytorch in your submissions? Can my pytorch use GPU?

About 1 month ago

Potential Issue:

In case the challenge you are participating has GPUs available during evaluation, and your submission is running slower than when you run it locally. One of the potential reason can be wrong torch version installed.

Why is this a common occurrence?

It is undoubtedly one of the most popular frameworks for the deep learning users, BUT there is a special caveat.
The PyPI releases for the PyTorch do not have GPU releases, and due to that it is easy to just add torch in your requirements.txt and end up using the CPU version of pytorch.

How to identify if you are using correct torch version?

In the build logs provided to you, please check the package downloaded.
For example below is a CPU version as it is missing cuXXX prefix:

Collecting torch
    Downloading torch-1.12.0-cp37-cp37m-manylinux1_x86_64.whl

The GPU version examples:

torch-1.10.2-cu111-cp39-cp39-win_amd64.whl
torch-1.8.0-cu111-cp36-cp36m-linux_x86_64.whl

Package

torch

Usage:

>>> import torch
# you can add this in your code & print in the logs of your code as well to verify that everything works
>>> torch.cuda.is_available() 
True

Solution

I am using requirements.txt. What should I do?

You can add extra-index-url before mentioning torch or at the top of your requirements.txt.

In case you want to point to a specific CUDA version and PyTorch version, the example is as follows (you can open the link to know if your pytorch version support your cuda version):

--extra-index-url https://download.pytorch.org/whl/cu111
torch==1.10.1+cu111

I am using environment.yml. What should I do?

The installation is a bit easier with Conda, and the sample file looks as follows. (note: you can mention python version of your choice, etc as well)

name: myenv
channels:
  - conda-forge
  - defaults
  - pytorch
dependencies:
  - python=3.8
  - cudatoolkit=10.2   # cuda version
  - pytorch=1.11       # torch version
  - torchvision
  - torchaudio
  - pip:
      - pandas
      - <....other pip dependencies goes here....>

shivam has not provided any information yet.

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