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Instance Segmentation Mean Average Precision

Open cgrtrifork opened this issue 1 year ago • 3 comments

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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!

cgrtrifork avatar Oct 14 '23 21:10 cgrtrifork

Hello there, thank you for opening an Issue ! 🙏🏻 The team was notified and they will get back to you asap.

github-actions[bot] avatar Oct 14 '23 21:10 github-actions[bot]

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

Bhavay-2001 avatar Jun 19 '24 07:06 Bhavay-2001

Hi @Bhavay-2001,

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

LinasKo avatar Jun 19 '24 08:06 LinasKo