Instance Segmentation Mean Average Precision

cgrtrifork commented 8 months ago

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[X] I have searched the Supervision issues and found no similar feature requests.

Description

Currently the metrics have a MeanAveragePrecision class that works for object detection. It would be great to have an implementation for mAP for masks of an instance segmentation model.

I'd expect only from_detections static method would be used, instead of the from_tensors, without any API change, as the former uses Detections, and these have a mask attribute already.

This goes probably hand in hand with #238.

Use case

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Additional

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Are you willing to submit a PR?

[ ] Yes I'd like to help by submitting a PR!

github-actions[bot] commented 8 months ago

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Bhavay-2001 commented 2 weeks ago

Hi @LinasKo, this is the issue I am talking about. Is this available and open to work?

LinasKo commented 2 weeks ago

Hi @Bhavay-2001,

I've had a look, and we have something more urgent. How does #1293 sound? (you may reply there)

roboflow / supervision