Views
No views yet
| Input (3072x3072 chunk) | YOLO Detection Result |
|---|---|
 |  |
YOLOv12n 偵測結果：17 個元件，confidence 0.41~0.97（測試圖片不在訓練集中）
| YOLOv8n | YOLOv12n | |
|---|---|---|
| Weights | weights/best_v8n.pt | weights/best_v12n.pt |
| Input Size | 640x640 | 640x640 |
| Architecture | Ultralytics YOLOv8 nano | Ultralytics YOLOv12 nano |
| Classes | 1 (component) | 1 (component) |
component（單一類別）| Confusion Matrix | Box PR Curve | Training Results |
|---|---|---|
 |  |  |
| Confusion Matrix | Box PR Curve | Training Results |
|---|---|---|
 |  |  |
1from ultralytics import YOLO
2
3model = YOLO("weights/best_v12n.pt")
4results = model.predict("pcb_chunk.jpg", conf=0.25)