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Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

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TorchCAM is now mature enough to welcome new CAM methods :+1: This issue is meant to track upcoming additions on the next release! A few things to consider: - TorchCAM...

help wanted
module: methods
type: feat

### 🚀 Feature I am appreciated for your great job! However, I have a question. Can Layer-CAM be used with Vision Transformer Network? If it does work, what aspects should...

type: improvement
module: methods

This issue is to be used to track the roadmap of TorchCAM for release v0.4.0, and collect feedback from users & contributors. - Methods - [ ] #133 - [...

This issue is to be used to track the roadmap of TorchCAM for release v0.5.0, and collect feedback from users & contributors. **Methods** **Scripts** **Demo**

The demo hosted on HF Spaces has been updated manually so far. However it is possible to configure an automated deployment: https://huggingface.co/docs/hub/spaces-github-actions

ext: demo
topic: ci
type: feat

### Bug description ![image](https://user-images.githubusercontent.com/73996375/178204623-e411b303-a57f-46df-893f-c00544f09055.png) I have got a error, we failed to use these method to obtain a results. I have got 4D matrix, but it needs to be 2D....

wontfix
module: methods
awaiting response

Hello sir, I want to display heat-map for my classification task. So i found your library. What is class_idx of __call__()?? (I think that it is class index of top-1)...

type: bug
question
awaiting response

### Bug description Sir, when I print upsampled_a in ` upsampled_a = self._normalize(self.hook_a, self.hook_a.ndim - 2)` I got NAN in some value. Is there any bug? I set model to...

module: methods
awaiting response

Add Chinese video and jupyter notebook tutorials # What does this PR do? Closes # (issue) ## Before submitting - [ ] Was this discussed/approved in a Github [issue](https://github.com/frgfm/torch-cam/issues?q=is%3Aissue) or...

topic: docs
type: improvement
awaiting response

Bumps the gh-actions group with 7 updates in the / directory: | Package | From | To | | --- | --- | --- | | [conda-incubator/setup-miniconda](https://github.com/conda-incubator/setup-miniconda) | `2` |...

dependencies
github_actions