Try new yolos
Closed this issue · 4 comments
robmarkcole commented
- https://blog.roboflow.com/how-to-train-yolox-on-a-custom-dataset/ -> got an issue with the data loading, possibly due to pascal-VOV format error? Gave up
- https://blog.roboflow.com/train-yolor-on-a-custom-dataset/
- https://blog.roboflow.com/how-to-train-scaled-yolov4/
- https://blog.roboflow.com/how-to-train-a-custom-mobile-object-detection-model/ (can be converted to tflite)
robmarkcole commented
YoloR gives great result without even augmentation:
P R mAP@.5 mAP@.5:.95
0.681 0.833 0.831 0.408
robmarkcole commented
Scaled yolo-v4
P R mAP@.5 mAP@.5:.95:
0.443 0.775 0.705 0.281
robmarkcole commented
Yolov4-tiny
precision = 0.69, recall = 0.59, F1-score = 0.64
mAP@0.50 = 0.663356
robmarkcole commented
done