Awesome Metrics for Vision Model Evaluation

This repository provides implementations and explanations of various loss functions for computer vision models.

IOU, GIOU, DIOU, CIOU, EIOU, Focal EIOU, SIOU, Alpha-IOU, WIOU, MPDIOU

python all_iou_bbx.py

python all_iou_mask.py

accuracy, precision, recall, f1 score

python sklearn_metrics_mask.py

Pixel Accuracy, Dice Coefficient, Hausdorff Distance

python mask_metrics.py

Contributions

Contributions and feedback are both welcome and encouraged! Feel free to open an issue to report a bug, ask a question, or make a feature request.