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1.6k

10.6k

mit

45

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

xai pytorch grad-cam score-cam deep-learning explainable-ai explainable-ml visualizations computer-vision interpretability interpretable-ai machine-learning object-detection vision-transformers image-classification class-activation-maps interpretable-deep-learning

Created 2017-05-31

244 commits to master branch, last one about a month ago

torch-cam frgfm

210

2.0k

apache-2.0

12

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)

cnn python gradcam pytorch grad-cam score-cam smoothgrad saliency-map deep-learning activation-maps interpretability gradcam-plus-plus class-activation-map interpretable-deep-learning

Created 2020-03-23

159 commits to main branch, last one 2 months ago

Score-CAM haofanwang

66

405

mit

6

Official implementation of Score-CAM in PyTorch

cam gradcam heatmap pytorch grad-cam saliency scorecam score-cam gradient-free explainability cnn-visualization visual-explanations class-activation-maps cnn-visualization-technique

Created 2020-04-13

51 commits to master branch, last one 2 years ago

tf-keras-vis keisen

45

315

mit

8

Neural network visualization toolkit for tf.keras

xai keras python gradcam grad-cam saliency keras-vis score-cam tensorflow xai-library deep-learning saliency-maps visualization explainability explainable-ai explainable-ml gradcam-plus-plus keras-visualization activation-maximization

Created 2019-10-31

395 commits to master branch, last one 8 months ago