22 results found Sort:

stellargraph
stellargraph stellargraph
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
frgfm
torch-cam frgfm
211
2.1k
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
161 commits to main branch, last one 11 days ago
mpatacchiola
deepgaze mpatacchiola
477
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
PAIR-code
saliency PAIR-code
192
961
apache-2.0
25
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 9 months ago
kundajelab
deeplift kundajelab
164
838
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
Tixierae
deep_learning_NLP Tixierae
104
439
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
imatge-upc
salgan imatge-upc
106
372
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
lartpang
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
ashutosh1919
explainable-cnn ashutosh1919
31
220
mit
6
📦 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
shreyas-bk
u2netdemo shreyas-bk
35
199
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
pkmr06
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
lartpang
PySODMetrics lartpang
19
150
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
64 commits to main branch, last one 11 days ago
rdroste
unisal rdroste
37
130
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 5 months ago
greydanus
visualize_atari greydanus
34
120
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
hans66hsu
nn_interpretability hans66hsu
19
112
mit
3
Pytorch implementation of various neural network interpretability methods
lrp gradcam pytorch deeplift deconvnet deepdream smoothgrad saliency-map interpretable cnn-visualization nn-interpretability integrated-gradients taylor-decomposition occlusion-sensitivity gradient-visualization guided-backpropagation activation-maximization interpretability-methods interpretable-deep-learning uncertainty-interpretability
Created 2020-10-12
17 commits to main branch, last one 2 years ago
marcellacornia
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
ServiceNow
azimuth ServiceNow
6
67
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 about a month ago
LJOVO
TranSalNet LJOVO
10
55
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
Arhosseini77
SUM Arhosseini77
6
48
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
24 commits to main branch, last one 13 days ago
sunnynevarekar
pytorch-saliency-maps sunnynevarekar
13
47
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
MarcoParola
pytorch-sidu MarcoParola
0
43
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 7 months ago
dschinagl
occam dschinagl
6
42
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