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Can mAP be calculated per class for multiple classes on COCO or custom dataset? #1283

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Eldad27 opened this issue Nov 4, 2020 · 2 comments

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@Eldad27
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Eldad27 commented Nov 4, 2020

Inference result (mAP) for COCO dataset is typically reported for all classes. I stand to be corrected if I'm wrong. Can you please guide me on the procedure to produce the mAP per class on either COCO or custom dataset for Mask RCNN?

I successfully trained Mask RCNN (R-50 FPN) on a custom dataset of 2 classes. During the evaluation, inference results display one AP for detection (Bbox) results and another for segmentation results (Segm), which I assume represents mAP for my two classes combined. How can I display mAP for each specific class (class specific mAP)? Is this possible? Please help.

@jpainam
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jpainam commented Nov 5, 2020

@sotte any comment on this issue? I'm also confronted with the problem. Is there any command for producing mAP for each class?

@SkeletonOne
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#524

@Eldad27 Eldad27 closed this as completed Dec 16, 2020
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