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GitHub topics: gradient-visualization

utkuozbulak/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Language: Python - Size: 7.66 MB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 8,021 - Forks: 1,497

fitushar/3D-Grad-CAM

This repo contains Grad-CAM for 3D volumes.

Language: Jupyter Notebook - Size: 643 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 79 - Forks: 13

hans66hsu/nn_interpretability

Pytorch implementation of various neural network interpretability methods

Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 104 - Forks: 19

Karol-G/Gcam 📦

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.

Language: Python - Size: 90.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 5

Related Keywords
cnn-visualization 4 gradient-visualization 4 grad-cam 3 guided-backpropagation 3 pytorch 3 gcam 2 gradcam 2 guided-grad-cam 2 saliency 2 segmentation 2 smoothgrad 1 saliency-map 1 occlusion-sensitivity 1 nn-interpretability 1 lrp 1 interpretable-deep-learning 1 interpretable 1 interpretability-methods 1 taylor-decomposition 1 uncertainty-interpretability 1 2d 1 3d 1 gradcam-plus-plus 1 guidedgradcam 1 medical-imaging 1 visualization 1 integrated-gradients 1 deeplift 1 deepdream 1 deconvnet 1 activation-maximization 1 tensorflow2-models 1 tensorflow2 1 cnn 1 3d-visualization-model 1 3d-models 1 3d-grad-cam 1 smooth-grad 1 gradient 1 deep-dream 1 cam 1