======================================== YOLOv8n Validation Results ======================================== 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 ======================================== 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 ======================================== 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