Search Results - RepositoryStats

431

3.0k

apache-2.0

62

StellarGraph - Machine Learning on Graphs

gcn graphs python networkx graph-data data-science saliency-map deep-learning graph-analysis link-prediction interpretability machine-learning stellargraph-library graph-neural-networks graph-machine-learning heterogeneous-networks geometric-deep-learning machine-learning-algorithms graph-convolutional-networks

Created 2018-04-13

2,535 commits to develop branch, last one 3 years ago

torch-cam frgfm

210

2.0k

apache-2.0

12

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

159 commits to main branch, last one 2 months ago

deepgaze mpatacchiola

478

1.8k

mit

99

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

cnn saliency-map face-detection skin-detection color-detection motion-tracking particle-filter motion-detection head-pose-estimation histogram-comparison histogram-intersection human-computer-interaction convolutional-neural-networks

Created 2016-03-08

232 commits to master branch, last one 4 years ago

saliency PAIR-code

191

955

apache-2.0

24

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 8 months ago

deeplift kundajelab

164

827

mit

37

Public facing deeplift repo

deeplift saliency-map interpretability integrated-gradients sensitivity-analysis guided-backpropagation interpretable-deep-learning

Created 2016-06-01

553 commits to master branch, last one 3 years ago

deep_learning_NLP Tixierae

104

436

unknown

29

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

nlp nmt keras numpy doc2vec python3 pytorch skipgram word2vec attention cnn-keras saliency-map deep-learning self-attention seq2seq-pytorch word-embeddings document-embeddings recurrent-neural-networks hierarchical-attention-network

Created 2017-03-29

105 commits to master branch, last one 4 years ago

salgan imatge-upc

105

371

mit

20

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

visual deeplearning saliency-map deep-learning convolutional-neural-networks

Created 2016-12-20

66 commits to master branch, last one 5 years ago

MINet lartpang

29

237

mit

10

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

paper cvpr2020 saliency experimental saliency-map paper-details saliency-maps saliency-model saliency-detection multi-scale-features pretrained-parameters salient-object-detection

Created 2020-03-28

16 commits to master branch, last one 3 years ago

explainable-cnn ashutosh1919

31

218

mit

5

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

cnn pytorch grad-cam cnn-pytorch saliency-map visualization explainable-ai explainable-ml guided-grad-cam cnn-visualization cnn-classification saliency-detection grad-cam-visualization guided-backpropagation pytorch-implementation cnn-visualization-technique

Created 2022-03-13

45 commits to main branch, last one about a year ago

u2netdemo shreyas-bk

35

198

mit

7

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.

u2net python pytorch tensorflow saliency-map deep-learning bounding-boxes image-cropping machine-learning background-removal

Created 2020-08-12

92 commits to master branch, last one 2 years ago

pytorch-smoothgrad pkmr06

34

168

mit

5

SmoothGrad implementation in PyTorch

pytorch saliency-map deep-learning

Created 2017-07-28

12 commits to master branch, last one 4 years ago

PySODMetrics lartpang

19

145

mit

3

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

metrics python3 saliency saliency-map saliency-maps saliency-model metrics-library salient-regions metrics-reported saliency-methods metrics-evaluation saliency-detection saliency-prediction salient-object-detection

Created 2020-11-21

63 commits to main branch, last one about a month ago

unisal rdroste

37

131

apache-2.0

7

Unified Image and Video Saliency Modeling (ECCV 2020)

eccv dhf1k salicon eccv2020 saliency eccv-2020 ucf-sports saliency-map deep-learning image-saliency saliency-model video-saliency visual-salience visual-saliency machine-learning saliency-detection saliency-prediction video-saliency-prediction

Created 2020-03-06

15 commits to master branch, last one 4 months ago

visualize_atari greydanus

34

119

unknown

3

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

pytorch actor-critic saliency-map visualization neural-networks deep-reinforcement-learning

Created 2017-10-31

14 commits to master branch, last one 3 years ago

nn_interpretability hans66hsu

20

111

mit

3

Pytorch implementation of various neural network interpretability methods

Created 2020-10-12

17 commits to main branch, last one 2 years ago

mlnet marcellacornia

37

94

mit

7

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

ml-net saliency saliency-map saliency-model human-eye-fixations saliency-prediction

Created 2016-09-01

35 commits to master branch, last one 3 years ago

azimuth ServiceNow

5

65

apache-2.0

5

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

nlp xai saliency-map data-analysis error-analysis explainability explainable-ai machine-learning similarity-analysis text-classification uncertainty-quantification

Created 2022-03-04

648 commits to main branch, last one 19 days ago

TranSalNet LJOVO

10

54

mit

5

TranSalNet: Towards perceptually relevant visual saliency prediction. Neurocomputing (2022)

pytorch saliency-map visual-saliency saliency-prediction

Created 2022-01-11

12 commits to master branch, last one 2 years ago

pytorch-saliency-maps sunnynevarekar

13

46

unknown

1

Visualizing image-specific class saliency map in classification ConvNets in Pytorch

pytorch saliency-map convolutional-neural-networks

Created 2020-07-29

5 commits to master branch, last one 3 years ago

pytorch-sidu MarcoParola

0

42

gpl-3.0

2

SIDU: SImilarity Difference and Uniqueness method for explainable AI

xai pytorch saliency-map deep-learning explainable-ai computer-vision interpretable-ai

Created 2024-03-21

58 commits to main branch, last one 6 months ago

SUM Arhosseini77

5

42

mit

3

[WACV2025] SUM: Saliency Unification through Mamba for Visual Attention Modeling

wacv mamba saliency wacv2025 marketing mamba-image mamba-model saliency-map vision-mamba saliency-model saliency-methods visual-attention saliency-analysis saliency-prediction mamba-state-space-models

Created 2024-06-22

14 commits to main branch, last one 2 months ago

occam dschinagl

6

41

bsd-3-clause

2

Demo code for the paper: OccAM's Laser

lidar pytorch point-cloud saliency-map explainable-ai autonomous-driving 3d-object-detection

Created 2022-03-24

42 commits to main branch, last one about a year ago