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2 votes
1 answer
464 views

Is there an official procedure to compute mIoU (mean intersection over union)?

Although it sounds silly, I'm not finding an official source to compute mean intersection over union (mIoU). I'm realizing a semantic segmentation task, and I want to compute the mIoU over a dataset. ...
Rafael Toledo's user avatar
4 votes
2 answers
10k views

Why is mAP (mean Average Precision) used for instance segmentation tasks?

I understand why this metric is good for object detection tasks but for instance segmentation tasks it does not give any clue about the quality of the predicted masks. Shouldn't it be combined in ...
Valentin Richer's user avatar