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wangzhaolei avatar wangzhaolei commented on July 27, 2024 2

the computation of map
in test.py actually is recall.

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xyutao avatar xyutao commented on July 27, 2024 1

The computation of mAP still seems incorrect. The right way is to compute AP for all instances of each object class separately, and then average AP score. But in the code the mAP is averaged for AP of each image. This would result in a much higher mAP score that the correct one.

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nationalflag avatar nationalflag commented on July 27, 2024

@wangzhaolei Yes, you are right!

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eriklindernoren avatar eriklindernoren commented on July 27, 2024

This should be corrected in 7dddf2a. See utils.utils.compute_ap and test.py.

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chijan-nh avatar chijan-nh commented on July 27, 2024

What is the precision envelope in utils.utils.compute_ap ?
If the precision is sorted, then the precision envelope mpre is a concatenated array of np.max(precision)*np.ones(len(mpre)-1) and array([0])".

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