Search Results - RepositoryStats

1.5k

7.9k

mit

115

Pytorch implementation of convolutional neural network visualization techniques

cam pytorch grad-cam gradient saliency deep-dream smooth-grad segmentation guided-grad-cam cnn-visualization gradient-visualization guided-backpropagation

Created 2017-10-21

178 commits to master branch, last one 2 years ago

tensorwatch microsoft

362

3.4k

mit

102

Debugging, monitoring and visualization for Python Machine Learning and Data Science

ai debug python jupyter saliency debugging monitoring data-science deeplearning deep-learning debugging-tool explainable-ai explainable-ml machinelearning jupyter-notebook machine-learning model-visualization reinforcement-learning

Created 2019-05-15

119 commits to master branch, last one about a year ago

saliency PAIR-code

191

954

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 7 months ago

Score-CAM haofanwang

66

405

mit

6

Official implementation of Score-CAM in PyTorch

cam gradcam heatmap pytorch grad-cam saliency scorecam score-cam gradient-free explainability cnn-visualization visual-explanations class-activation-maps cnn-visualization-technique

Created 2020-04-13

51 commits to master branch, last one 2 years ago

SODsurvey wenguanwang

69

383

unknown

10

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

sod survey saliency saliency-maps visual-attention saliency-prediction salient-object-detection

Created 2019-04-08

40 commits to master branch, last one 3 years ago

RGBD-SODsurvey taozh2017

32

345

unknown

13

RGB-D Salient Object Detection: A Survey

sod rgb-d survey saliency benchmark light-field light-field-sod salient-object-detection

Created 2020-06-15

151 commits to master branch, last one about a year ago

tf-keras-vis keisen

45

315

mit

8

Neural network visualization toolkit for tf.keras

xai keras python gradcam grad-cam saliency keras-vis score-cam tensorflow xai-library deep-learning saliency-maps visualization explainability explainable-ai explainable-ml gradcam-plus-plus keras-visualization activation-maximization

Created 2019-10-31

395 commits to master branch, last one 7 months 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

ICON mczhuge

14

179

mit

4

(TPAMI2022) Salient Object Detection via Integrity Learning.

sod codebase saliency mlp-mixer transformer deep-learning

Created 2020-12-25

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

PySODEvalToolkit lartpang

20

162

mit

3

PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection

Created 2020-07-08

66 commits to master branch, last one about a month ago

PySODMetrics lartpang

19

142

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

DHF1K wenguanwang

28

138

unknown

11

Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)

cvpr cvpr18 cvpr2018 fixation saliency visual-attention attention-mechanism saliency-prediction salient-object-detection

Created 2018-03-15

47 commits to master branch, last one about a year 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 3 months ago

Saliency-Evaluation-Toolbox jiwei0921

28

114

unknown

3

This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.

toolbox saliency saliency-detection salient-object-detection

Created 2019-03-07

27 commits to master 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

HDFNet lartpang

13

87

mit

4

(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

eccv pytorch eccv2020 saliency segmentation imageprocessing image-processing imagesegmentation saliency-detection salient-object-detection

Created 2020-07-03

21 commits to master branch, last one about a year ago

xaitk-saliency XAITK

25

83

other

6

As part of the Explainable AI Toolkit (XAITK), XAITK-Saliency is an open source, explainable AI framework for visual saliency algorithm interfaces and implementations, built for analytics and autonomy...

xai python saliency explainable-ai visual-saliency

Created 2021-04-26

547 commits to master branch, last one 19 days ago

ViNet samyak0210

19

63

mit

1

ViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction

vinet saliency video-saliency state-of-the-art pytorch-implementation

Created 2020-08-01

18 commits to master branch, last one 3 years ago

bayesgrad pfnet-research

9

62

mit

18

BayesGrad: Explaining Predictions of Graph Convolutional Networks

python chainer saliency chemistry deep-learning neural-network interpretability graph-convolutional-networks

Created 2018-06-29

9 commits to master branch, last one 5 years ago

SODBenchmark DengPingFan

3

57

unknown

5

Salient objects in clutter, TPAMI, 2022

saliency benchmark salient-object-detection

Created 2022-04-04

146 commits to main branch, last one 2 years ago

S-measure DengPingFan

16

57

bsd-3-clause

4

Structure-measure: A New Way to Evaluate Foreground Maps, IJCV2021 (ICCV 2017-Spotlight)

metric saliency evaluation

Created 2017-07-26

60 commits to master branch, last one about a year ago

DFI backseason

12

51

other

6

Code for our IEEE TIP 2020 paper "Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton"

saliency skeleton edge-detection multitask-learning salient-object-detection

Created 2020-08-14

6 commits to master branch, last one 2 years ago

RDPNet yuhuan-wu

10

44

unknown

4

(IEEE TIP 2021) Regularized Densely-connected Pyramid Network for Salient Instance Segmentation

roialign saliency feature-pyramid-network salient-object-detection salient-instance-segmentation

Created 2020-06-21

29 commits to master branch, last one 3 years ago

Boundary-Aware-PoolNet chouxianyu

5

42

unknown

2

Boundary Aware PoolNet = PoolNet + BASNet : Deeply supervised PoolNet using the hybrid loss in BASNet for Salient Object Detection

saliency salient-object-detection

Created 2021-03-07

8 commits to main branch, last one 3 years ago

SUM Arhosseini77

3

40

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