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PyTorch implementation of various CAM (Class Activation Mapping) models using TorchVision pre-trained CNN Classifiers.

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class_activation_mapping

PyTorch implementation of various CAM (Class Activation Mapping) models using TorchVision pre-trained CNN Classifiers.

Supported TorchVision pre-trained CNN Classifiers

Implemented CAM Models

Usage

see usage.ipynb

Commentaries for each CAM model

see cam.ipynb (written in Japanese)

Sample of heatmaps generated by each CAM model

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PyTorch implementation of various CAM (Class Activation Mapping) models using TorchVision pre-trained CNN Classifiers.

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