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README.md
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YOLO11m summary (fused): 303 layers, 20,037,742 parameters, 0 gradients, 67.7 GFLOPs
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| Class | Images | Instances | Box(P) | R | mAP50 | mAP50-95 |
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|--------|--------|-----------|---------|-------|-------|----------|
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| all | 110 | 256 | 0.969 | 0.977 | 0.989 | 0.801 |
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| 5 BGN | 10 | 35 | 0.969 | 0.9 | 0.975 | 0.712 |
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| 100 EUR| 10 | 23 | 0.97 | 1 | 0.995 | 0.675 |
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YOLO11m summary (fused): 303 layers, 20,037,742 parameters, 0 gradients, 67.7 GFLOPs
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| Class | Images | Instances | Box(P) | R | mAP50 | mAP50-95) |
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|--------|--------|-----------|---------|-------|-------|----------|
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| all | 110 | 256 | 0.969 | 0.977 | 0.989 | 0.801 |
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| 5 BGN | 10 | 35 | 0.969 | 0.9 | 0.975 | 0.712 |
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| 100 EUR| 10 | 23 | 0.97 | 1 | 0.995 | 0.675 |
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<div align="center">
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<img width="80%" src="model_performance/results.png" alt="Results">
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<img width="80%" src="model_performance/confusion_matrix_normalized.png" alt="Confusion Matrix Normalized">
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<img width="80%" src="model_performance/labels.jpg" alt="Labels">
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<img width="80%" src="model_performance/F1_curve.png" alt="F1 curve">
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<img width="80%" src="model_performance/P_curve.png" alt="P curve">
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<img width="80%" src="model_performance/R_curve.png" alt="R curve">
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<img width="80%" src="model_performance/PR_curve.png" alt="PR curve">
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</div>
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