https://github.com/qasimkhan5x/overfitowls-bird-classification

https://github.com/qasimkhan5x/overfitowls-bird-classification

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/qasimkhan5x/overfitowls-bird-classification
• Owner: QasimKhan5x
• Created: 2025-01-29T07:45:51.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2025-02-09T16:39:11.000Z (4 months ago)
• Last Synced: 2025-02-10T00:51:18.690Z (4 months ago)
• Language: Jupyter Notebook
• Size: 109 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Multi-class Classification of Bird Species for BDMA 7 Machine Learning Kaggle Competition

Adapted from [here](https://github.com/pytorch/vision/tree/main/references/classification)

## Instructions

Use Python 3.11 with NVIDIA GPU.

- `pip3 install requirements.txt`

- `python3 train.py` OR in slurm cluster: `sbatch job.slurm` (contains hyperparameter configuration for best submission)

- (Optional) Run object detection notebook for cropping images

![OverfitOwls places first in BDMA 7 Kaggle Competition](screenshot.png "Kaggle Competition Private Ranking")

We came 1st in the competition 😊 

Read more about our approach in `report.pdf`.