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Published 20 hours ago • verified publisher icon panda-lab

Wrong Annotations in RID and RIS Dataset, and Minoverlap Threshold?

Open ZhengJun-AI opened this issue 3 years ago • 1 comments

  • Wrong coordinates of image sizes and bounding boxes in RID dataset. For example, see A-D-5 and A-F-78, which represent for two kinds of errors.
  • Some labels of RIS dataset do not have paired images. For example, see 125-20160325_091413-300.
  • Images in RID dataset need to be flipped for correct matching.

By the way, I wonder the minoverlap threshold you choose to calculate mAP in the paper. I use YOLOv5 to compute mAP of a subset of RID dataset, and get results shown below. It seems that I need to choose such a low minovelap threshold to get a mAP similar to results in the paper. image

ZhengJun-AI avatar Jun 22 '21 13:06 ZhengJun-AI