model_comparison.txt

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YOLOv8n Validation Results
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Parameters: 3006038
GFLOPs: 8.1
Speed (inference): 32.65 ms/image

Class     | Precision | Recall
0          | 0.945     | 0.206
1          | 1.000     | 0.000

Overall:
mAP@50: 0.231
mAP@50-95: 0.119

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YOLOv8s Validation Results
========================================
Parameters: 11126358
GFLOPs: 28.4
Speed (inference): 74.78 ms/image

Class     | Precision | Recall
0          | 0.682     | 0.559
1          | 0.290     | 0.267

Overall:
mAP@50: 0.411
mAP@50-95: 0.239

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YOLOv8m Validation Results
========================================
Parameters: 25840918
GFLOPs: 78.7
Speed (inference): 158.06 ms/image

Class     | Precision | Recall
0          | 0.807     | 0.559
1          | 0.165     | 0.433

Overall:
mAP@50: 0.406
mAP@50-95: 0.235