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Browse files- README.md +15 -0
- config.json +16 -0
- violence_detector.pth +3 -0
README.md
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# Violence Detection 3D CNN
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## Task
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Binary Classification: Fight vs NonFight (RWF-2000 Dataset)
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## Results
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| Metric | Value |
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|--------|-------|
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| Accuracy | 81.25% |
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| Precision | 81.09% |
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| Recall | 81.50% |
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| F1-Score | 81.30% |
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## Input
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- 16 frames × 112 × 112 RGB
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config.json
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{
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"data_path": "/kaggle/input/rwf2000/RWF-2000",
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"num_frames": 16,
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"frame_size": [
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112,
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112
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],
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"batch_size": 16,
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"epochs": 10,
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"learning_rate": 0.0003,
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"weight_decay": 0.05,
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"label_smoothing": 0.1,
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"dropout": 0.5,
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"patience": 8,
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"num_workers": 2
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}
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violence_detector.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:364dc7e33873c72764d4f27ba9142e396a1f1e6ec4305cd12703184924856be9
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size 54567393
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