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app.py - Streamlit web applicationrequirements.txt - Python dependenciesassets/ - Sample images and results1git clone [your-github-repo]
2cd syringe-counter
3pip install -r requirements.txt
4streamlit run app.py
5📊 Training Details
6Dataset: 188 images (78 original + augmented)
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8Training time: 2.5 hours on Colab T4 GPU
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10Classes: syringe, vial
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12Augmentation: Rotation, flipping, exposure adjustment
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14🔗 Links
15GitHub Repository: https://github.com/Gayal-C-Ashok
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17Project Documentation: Detailed Report
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19Contact: gayalc10@gmail.com
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