XAITK/xaitk-saliency

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Unified Image and Video Saliency Modeling (ECCV 2020)

pytorch implementation of the different DeepGaze models

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, Finer-CAM, LeGrad, RefineCAM)

Interpretability and explainability of data and machine learning models

Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]

Model interpretability and understanding for PyTorch

👋 Xplique is a Neural Networks Explainability Toolbox

Public facing deeplift repo