Top 10 grad-cam open source projects

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

✭ 3,814

python deep-learning pytorch grad-cam visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai score-cam vision-transformers

Pytorch Cnn Visualizations

Pytorch implementation of convolutional neural network visualization techniques

✭ 6,167

python pytorch segmentation gradient cam grad-cam saliency deep-dream guided-backpropagation guided-grad-cam gradient-visualization cnn-visualization smooth-grad

Faster-Grad-CAM

Faster and more precisely than Grad-CAM

✭ 33

Jupyter Notebook python visualization raspberry-pi machine-learning real-time deep-learning keras grad-cam anomaly-detection deepmetriclearning

WhiteBox-Part1

In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

✭ 34

Jupyter Notebook machine-learning computer-vision deep-learning grad-cam mnist gradients backpropagation blackbox saliency-map cifar-10 smoothgrad guided-backpropagation interpretable-ai explainable-ai integrated-gradients evaluate-models

COVID-CXNet

COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

neuron-importance-zsl

[ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance

✭ 56

python shell grad-cam zero-shot-learning interpretability neuron-importance

InterpretDL

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

✭ 121

Jupyter Notebook python grad-cam convolutional-neural-networks visualizations lime paddlepaddle model-interpretation nlp-models smoothgrad explanations vision-transformer interpretation-algorithms

Grad-CAM-in-TensorFlow

Grad-CAM in TensorFlow, presented in Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

✭ 20

python tensorflow grad-cam deep-networks

chainer-grad-cam

Chainer implementation of Grad-CAM

✭ 20

python chainer grad-cam resnet

grad-cam-text

Implementation of Grad-CAM for text.

✭ 37

Jupyter Notebook python shell tensorflow word2vec grad-cam

1-10 of 10 grad-cam projects