open-mmlab / mmdetection

OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io
Apache License 2.0
28.9k stars 9.35k forks source link

Will model interpretability analysis be added? #7697

Closed Breeze-Zero closed 2 years ago

Breeze-Zero commented 2 years ago

Hi, I often need to do model interpretability analysis when using MMDetection for research, as shown in the link below. I wish MMDetection had such a component as well, which would be a lot easier for me. Mmclassification seems to have a similar function, but that is based on classification tasks. https://github.com/jacobgil/pytorch-grad-cam/blob/master/tutorials/EigenCAM%20for%20YOLO5.ipynb

hhaAndroid commented 2 years ago

@834799106 Yes. This is very important, we have already started to think about it. Are you interested in creating a PR?

jacob-kang commented 2 years ago

Grad-cam wanted

hhaAndroid commented 2 years ago

@jacob-kang OK

hhaAndroid commented 2 years ago

7987

hhaAndroid commented 2 years ago

Closed due to no reply for more than 15 days.

dwj192 commented 1 year ago

+1

laroui880 commented 11 months ago

+1

laroui880 commented 11 months ago

Hi, has anything been implemented or not yet?