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pytorch / captum

Model interpretability and understanding for PyTorch
https://captum.ai
BSD 3-Clause "New" or "Revised" License
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Support for Score-CAM #350

Open haofanwang opened 4 years ago

haofanwang commented 4 years ago

Hi, is there a plan to add support for Score-CAM in captum, which is a novel gradient-free CAM extension. It's easy to implement.

NarineK commented 4 years ago

Thank you for pointing out to the paper @haofanwang. Looks interesting, we'll check out the paper.

haofanwang commented 4 years ago

Thanks @NarineK . Some implementations of Score-CAM have been released (https://github.com/haofanwang/Score-CAM), I hope this can help. Look forward to seeing Score-CAM in captum.

abhigoku10 commented 4 years ago

@NarineK @vishwakftw when can we expect the integration of score cam in the captum library ??

vishwakftw commented 4 years ago

I think I got tagged by mistake.

NarineK commented 4 years ago

Hi @abhigoku10, there is already a pytorch implementation of ScoreCam here: https://github.com/haofanwang/Score-CAM

We added it to awesome list and can add it to the external contrib package once it is set up. https://github.com/pytorch/captum/blob/master/AWESOME_LIST.md