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README.md
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## Performance
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### Metrics
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- **Environmental Impact**:
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- Emissions tracked in gCO2eq
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- Energy consumption tracked in Wh
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### Model Architecture
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Based of YOLOv11, see https://arxiv.org/abs/2410.17725, fine tuned on the pyronear dataset. The network is pruned and quantized to be as compressed as possible.
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## Performance
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### Metrics
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All reported on the test set
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- **Accuracy**: ~ 90.8%
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- **Precision**: ~ 91.7%
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- **Recall**: ~ 97.8%
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- **Environmental Impact**:
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- Emissions tracked in gCO2eq: 0.205
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- Energy consumption tracked in Wh: 3.66
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### Model Architecture
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Based of YOLOv11, see https://arxiv.org/abs/2410.17725, fine tuned on the pyronear dataset. The network is pruned and quantized to be as compressed as possible.
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