关于评价指标的请教

[YangBo0411]

感谢您做出的杰出工作，想请教下对于分割任务的评价指标，因为在我的研究方向上，大多数是用的miou来做指标，所以想请教下作者项目中可以输出miou吗？另外想请教下作者，关于小目标分割头的设计是用的v5中原有的分割头吗？

[mkang315]

The mAP is the most commonly used metric for object detection and instance segmentation, which builds on top of IoU and the precision-recall curve. mIoU is an evaluation metric for semantic segmentation. The loss function and non-maximum suppression algorithm in the head of YOLOv5 are replaced. See details in paper.