StellarGraph - Machine Learning on Graphs

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)

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

Public facing deeplift repo

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

SmoothGrad implementation in PyTorch

Implementations of some popular Saliency Maps in Keras

Detect model's attention

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis

Unified Image and Video Saliency Modeling (ECCV 2020)

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

Pytorch implementation of various neural network interpretability methods

A Deep Multi-Level Network for Saliency Prediction. ICPR 2016

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.