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18 search results found

Stellargraph ⭐ 2,768

StellarGraph - Machine Learning on Graphs

Torch Cam ⭐ 1,695

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)

Saliency ⭐ 929

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

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

Deep_learning_nlp ⭐ 359

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

Tf Keras Vis ⭐ 286

Neural network visualization toolkit for tf.keras

Pytorch Smoothgrad ⭐ 156

SmoothGrad implementation in PyTorch

U2netdemo ⭐ 156

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.

Deep Viz Keras ⭐ 144

Implementations of some popular Saliency Maps in Keras

Visualize_atari ⭐ 99

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

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

Unified Image and Video Saliency Modeling (ECCV 2020)

Saliency 360salient 2017 ⭐ 42

Scanpath Prediction on 360 degree Images using deep learning

Nn_interpretability ⭐ 37

Pytorch implementation of various neural network interpretability methods

Plaquebox Paper ⭐ 18

Repo for Tang et al, bioRxiv 454793 (2018)

Whitebox Part1 ⭐ 16

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

Mlnet Pytorch ⭐ 15

Implementation of A Deep Multi-Level Network for Saliency Prediction in Pytorch

Saliency Cnn Image Quality Assessment ⭐ 12

Salnet360 ⭐ 10

Repository for implementation of SalNet360 in Caffe

Pytorch Saliency ⭐ 8

Pytorch plugin to generate saliencies

Crf Based Deep Saliency Detection And Generative Background Manipulation ⭐ 6

Saliency detection using CNN and CRF. Background generation of the detected saliency map using GAN.

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

Interactive Cloth Segmentation With Saliency Guided Style Transfer ⭐ 5

A framework to quickly generate high-quality stylized clothing from style images. The framework gives users the option to stylize only selected components. It uses Saliency guided style transfer to generate high-quality outputs.

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