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AI Blitz X: Completed #educational #blitz Weight: 20.0
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Welcome to AI Blitz X! πŸš€

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Introduction

This puzzle is a tricky one! Given no training set and no labels, can you detect starship from images? Explore traditional computer vision algorithms or experiment with unsupervised learning. Your task is to identify the body of the starship from images captured from the launch! 

Feeling confused? Check out the starter kit to get some clarity!  


πŸ’ͺ Getting Started

The images represent a starship launched from the Boca Chica Village, Texas. And your task will be to identify the body of the starship. 

Use our Getting Started Notebook available here.


πŸ’Ύ Dataset

In this dataset, which is data.zip. It will contain over 10000 images.  And the images represent the starship such as - 

And your task will be to return the bounding boxes for the starship body in (x, y, w, h) format. Note that there should only be one bounding box per sample. Sample submission.csv -   

ImageID box
0 [213, 226, 94, 50]
1 [206, 194, 55, 155]

πŸ“ Files

Following files are available in the resources section:

  • data.zip  - [ 10000 samples ] Used for evaluation. Does not include labels. 

πŸš€  Submission

  • Creating a submission directory 
  • Save the submission.csv in the submission directory. The name of the above file should be submission.csv.
  • Inside a submission directory, put the .ipynb notebook from which you trained the model and made inference and save it as original_notebook.ipynb.
  • Overall, this is what your submission directory should look like
submission
β”œβ”€β”€ assets
β”‚   └── submission.csv
└── original_notebook.ipynb
  • Zip the submission directory!

Make your first submission here  πŸš€ !!


πŸ–Š Evaluation Criteria

During the evaluation, the Average Precision (AP) @[ IoU=0.50:0.50 | area= large | maxDets=100] will be used to test the efficiency of the model.


πŸ”— Links

πŸ“± Contact

Notebooks

See all
Starship Detection Solution
By
eric_parisot
2 months ago
0
Solution for submission 152422
By
salim_shaikh
3 months ago
0
Solution for submission 152146
By
ksnxr
3 months ago
0
[Getting Started Notebook] Starship Detection
By
Shubhamaicrowd
3 months ago
0