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keisen / tf-keras-vis

Neural network visualization toolkit for tf.keras
https://keisen.github.io/tf-keras-vis-docs/
MIT License
311 stars 45 forks source link

Support for LayerCAM #66

Closed PengtaoJiang closed 2 years ago

PengtaoJiang commented 3 years ago

Hi, @keisen , Our paper "LayerCAM: Exploring Hierarchical Class Activation Maps for Localization" is accepted by TIP recently, which can visualize the class activation maps from any CNN layer of an off-the-shelf network. Could you add our method to your popular repository for more people to try this method? Our method is a simple modification of Grad-CAM. It should easy to implement. Here is the paper and code. Hope for your reply.

keisen commented 3 years ago

@PengtaoJiang , Thank you for sharing your great work! I will read the paper and attempt to implement it!

However, before that, I have a question to ask about the license of LayerCAM just in case. When our users commercially use LayerCAM via tf-keras-vis without getting permission, is this case a license violation? If so, please do NOT allow us to incorporate LayerCAM into tf-keras-vis. Because tf-keras-vis's license is MIT and we want our users to use it without worrying about whether it's commercial or not.

Thanks!

PengtaoJiang commented 3 years ago

Thanks for reminding me. I remove the license limit. Any user via your popular repository will not wrong about the license limit.

keisen commented 3 years ago

@PengtaoJiang , Thank you for your quick response! I'm grad to hear that.

keisen commented 2 years ago

@PengtaoJiang , I'm sorry for the delay to implement it. I've now merged LayerCAM module to master branch. It will be released as v0.8.0 in a few days.

All the best!

keisen commented 2 years ago

If the code I implemented has any problem, please let me know.