Repository for sharing of pre-trained yolov5 weights for honey bee detection. Trained on the following roboflow dataset: https://app.roboflow.com/matt-nudi/honey-bee-detection-model-zgjnb/overview
Current Training Results based on latest "best.pt" weights file on the above dataset:
| Class | Images | Labels | P | R | mAP@.5 | mAP@.5:.95 |
|---|---|---|---|---|---|---|
| all | 162 | 1264 | 0.933 | 0.642 | 0.736 | 0.503 |
| bee | 162 | 1144 | 0.947 | 0.708 | 0.871 | 0.509 |
| drone | 162 | 12 | 1 | 0.583 | 0.627 | 0.464 |
| pollenbee | 162 | 105 | 0.92 | 0.61 | 0.78 | 0.542 |
| queen | 162 | 3 | 0.863 | 0.667 | 0.665 | 0.499 |