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mAP and FPS of trained models on Moxa3K dataset
| Model | mAP@50 | FPS |
|---|---|---|
| YOLOv3 414x414 | 63.99 | 21.2 |
| YOLOv3 608x608 | 66.84 | 10.9 |
| YOLOv3 832x832 | 61.73 | 6.9 |
| YOLOv3Tiny 414x414 | 56.27 | 138 |
| YOLOv3Tiny 608x608 | 55.08 | 72 |
| YOLOv3Tiny 832x832 | 56.57 | 46.5 |
| SSD 300 MobliNetv2 | 46.52 | 67.1 |
| F-RCNN 300 Inceptionv2 | 60.5 | 14.8 |
