4 results found Sort:

utkuozbulak
pytorch-cnn-visualizations utkuozbulak
1.5k
7.7k
mit
115
Pytorch implementation of convolutional neural network visualization techniques
cam pytorch grad-cam gradient saliency deep-dream smooth-grad segmentation guided-grad-cam cnn-visualization gradient-visualization guided-backpropagation
Created 2017-10-21
178 commits to master branch, last one 2 years ago
haofanwang
Score-CAM haofanwang
65
386
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 about a year ago
ashutosh1919
explainable-cnn ashutosh1919
30
213
mit
5
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
cnn pytorch grad-cam cnn-pytorch saliency-map visualization explainable-ai explainable-ml guided-grad-cam cnn-visualization cnn-classification saliency-detection grad-cam-visualization guided-backpropagation pytorch-implementation cnn-visualization-technique
Created 2022-03-13
45 commits to main branch, last one 11 months ago
hans66hsu
nn_interpretability hans66hsu
20
106
mit
3
Pytorch implementation of various neural network interpretability methods
lrp gradcam pytorch deeplift deconvnet deepdream smoothgrad saliency-map interpretable cnn-visualization nn-interpretability integrated-gradients taylor-decomposition occlusion-sensitivity gradient-visualization guided-backpropagation activation-maximization interpretability-methods interpretable-deep-learning uncertainty-interpretability
Created 2020-10-12
17 commits to main branch, last one 2 years ago