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| Variant | Size | mAP@0.5 | Precision | Recall |
|---|---|---|---|---|
| YOLOv8n (nano) | 6MB | 97.7% | 96.6% | 92.3% |
| YOLOv8s (small) | 22MB | 95.2% | 92.5% | 92.3% |
| YOLOv8s TensorRT | 25MB | — | — | — |
| YOLOv8s TensorRT FP32 | 61MB | — | — | — |
1from ultralytics import YOLO
2model = YOLO("yolov8n.pt")
3results = model.predict("image.jpg")