4 results found Sort:

frgfm
torch-cam frgfm
212
2.1k
apache-2.0
11
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
168 commits to main branch, last one about a month ago
PAIR-code
saliency PAIR-code
191
964
apache-2.0
25
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
saliency smoothgrad tensorflow ig-saliency saliency-map deep-learning machine-learning object-detection image-recognition deep-neural-networks convolutional-neural-networks
Created 2017-06-09
85 commits to master branch, last one 10 months ago
PaddlePaddle
InterpretDL PaddlePaddle
39
243
apache-2.0
10
InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。
lime grad-cam nlp-models smoothgrad explanations paddlepaddle visualizations vision-transformer model-interpretation interpretation-algorithms convolutional-neural-networks
Created 2020-06-22
492 commits to master branch, last one 5 months ago
hans66hsu
nn_interpretability hans66hsu
19
113
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