7 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
kundajelab
deeplift kundajelab
162
802
mit
38
Public facing deeplift repo
deeplift saliency-map interpretability integrated-gradients sensitivity-analysis guided-backpropagation interpretable-deep-learning
Created 2016-06-01
553 commits to master branch, last one 2 years ago
kazuto1011
grad-cam-pytorch kazuto1011
173
781
mit
8
PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)
pytorch grad-cam deconvnet visualization occlusion-sensitivity guided-backpropagation
Created 2017-05-18
36 commits to master branch, last one 4 years ago
yizt
Grad-CAM.pytorch yizt
165
695
apache-2.0
10
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...
cam grad-cam retinanet-grad-cam faster-r-cnn-grad-cam guided-backpropagation model-interpretability
Created 2019-08-04
70 commits to master branch, last one 3 years 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
Berry-Wu
Visualization Berry-Wu
4
70
unknown
1
visualization：filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro
cam mae mask filter visaul gradcam pytorch attention heatmap-visualization human-pose-estimation guided-backpropagation convolutional-neural-networks
Created 2022-08-24
29 commits to main branch, last one about a year ago