saliency

There are 1 repository under saliency topic.

utkuozbulak / pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
grad-cam cam pytorch guided-backpropagation guided-grad-cam gradient saliency segmentation gradient-visualization deep-dream cnn-visualization smooth-grad
Language:Python 7694
microsoft / tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
ai deep-learning deeplearning machine-learning machinelearning reinforcement-learning debugging debugging-tool debug monitoring explainable-ai explainable-ml saliency model-visualization data-science python jupyter-notebook jupyter
Language:Jupyter Notebook 3368
PAIR-code / saliency
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
machine-learning deep-learning deep-neural-networks tensorflow convolutional-neural-networks saliency-map object-detection image-recognition ig-saliency smoothgrad saliency
Language:Jupyter Notebook 929
backseason / PoolNet
Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"
salient-object-detection saliency edge-detection
Language:Python 618
haofanwang / Score-CAM
Official implementation of Score-CAM in PyTorch
score-cam cam cnn-visualization-technique saliency cnn-visualization pytorch visual-explanations explainability class-activation-maps gradient-free heatmap scorecam grad-cam gradcam
Language:Python 382
wenguanwang / SODsurvey
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
salient-object-detection saliency visual-attention saliency-prediction survey sod saliency-maps
381
taozh2017 / RGBD-SODsurvey
RGB-D Salient Object Detection: A Survey
salient-object-detection rgb-d survey sod saliency benchmark light-field-sod light-field
Language:MATLAB 317
keisen / tf-keras-vis
Neural network visualization toolkit for tf.keras
activation-maximization saliency-maps visualization keras keras-visualization saliency tensorflow gradcam-plus-plus score-cam grad-cam keras-vis gradcam explainability explainable-ai explainable-ml deep-learning python xai xai-library
Language:Python 304
MINet
lartpang / MINet
CVPR2020, Multi-scale Interactive Network for Salient Object Detection
multi-scale-features paper experimental pretrained-parameters saliency saliency-detection saliency-maps saliency-map saliency-model salient-object-detection cvpr2020 paper-details
Language:Python 235
marcellacornia / sam
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
saliency-map saliency-prediction human-eye-fixations saliency saliency-model saliency-attentive-model
Language:Python 203
mczhuge / ICON
(TPAMI2022) Salient Object Detection via Integrity Learning.
codebase deep-learning mlp-mixer saliency sod transformer
Language:Python 174
lartpang / PySODEvalToolkit
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
python3 metrics metrics-visualization pr-curve fm-curve s-measure f-measure e-measure mae saliency saliency-detection salient-object-detection latex evaluation evaluation-metrics evaluation-framework evaluator camouflaged-object-detection co-saliency co-salient-object-detection
Language:Python 143
yulongwang12 / visual-attribution
Pytorch Implementation of recent visual attribution methods for model interpretability
excitation excitation-backpropagation explanation interpretability interpretable-deep-learning model-interpretability patternnet pytorch saliency visual-explanations xai
Language:Jupyter Notebook 143
eclique / RISE
Detect model's attention
classification explainable-ai saliency saliency-map xai
Language:Jupyter Notebook 141
KuangJuiHsu / DeepCO3
[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)
matlab matconvnet instance-segmentation co-segmentation deep-learning co-saliency saliency unsupervised-learning weakly-supervised-learning convolutional-neural-networks cvpr-2019 cvpr2019 cvpr19
Language:MATLAB 137
wenguanwang / DHF1K
Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)
saliency attention-mechanism salient-object-detection fixation saliency-prediction visual-attention cvpr2018 cvpr cvpr18
Language:MATLAB 135
unisal
rdroste / unisal
Unified Image and Video Saliency Modeling (ECCV 2020)
machine-learning deep-learning saliency-detection saliency-prediction visual-saliency visual-salience video-saliency-prediction video-saliency image-saliency eccv2020 eccv-2020 eccv saliency saliency-map saliency-model salicon dhf1k ucf-sports
Language:Python 116
PySODMetrics
lartpang / PySODMetrics
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
saliency saliency-detection saliency-prediction saliency-methods metrics metrics-library metrics-evaluation metrics-reported salient-object-detection saliency-map saliency-maps saliency-model salient-regions python3
Language:Python 115
wenguanwang / ViSalientObject
Video Salient Object Detection via Fully Convolutional Networks (TIP18)
saliency saliency-detection saliency-prediction
Language:Python 112
jiwei0921 / Saliency-Evaluation-Toolbox
This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.
saliency saliency-detection salient-object-detection toolbox
Language:MATLAB 110
marcellacornia / mlnet
A Deep Multi-Level Network for Saliency Prediction. ICPR 2016
saliency-map saliency-prediction human-eye-fixations ml-net saliency saliency-model
Language:Python 94
lartpang / HDFNet
(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection
eccv eccv2020 image-processing imageprocessing imagesegmentation pytorch saliency saliency-detection salient-object-detection segmentation
Language:Python 84
XAITK / xaitk-saliency
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 applications.
python explainable-ai xai visual-saliency saliency
Language:Python 70
pfnet-research / bayesgrad
BayesGrad: Explaining Predictions of Graph Convolutional Networks
deep-learning chemistry neural-network graph-convolutional-networks chainer python saliency interpretability
Language:Jupyter Notebook 62
DengPingFan / S-measure
Structure-measure: A New Way to Evaluate Foreground Maps, IJCV2021 (ICCV 2017-Spotlight)
saliency evaluation metric
Language:MATLAB 55
DengPingFan / SODBenchmark
Salient objects in clutter, TPAMI, 2022
salient-object-detection benchmark saliency
54
backseason / DFI
Code for our IEEE TIP 2020 paper "Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton"
salient-object-detection saliency edge-detection skeleton multitask-learning
Language:Python 51
samyak0210 / ViNet
ViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction
state-of-the-art video-saliency pytorch-implementation vinet saliency
Language:Python 51
Karol-G / Gcam
Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.
pytorch gradcam gradcam-plus-plus grad-cam guided-backpropagation guidedgradcam visualization saliency cnn-visualization guided-grad-cam segmentation 2d 3d medical-imaging gradient-visualization gcam
Language:Python 50
wenguanwang / ASNet
Salient Object Detection Driven by Fixation Prediction (CVPR2018)
saliency salient-object-detection visual-attention fixation-map saliency-prediction fixation cvpr2018
44
yuhuan-wu / RDPNet
(IEEE TIP 2021) Regularized Densely-connected Pyramid Network for Salient Instance Segmentation
salient-object-detection salient-instance-segmentation roialign feature-pyramid-network saliency
Language:Python 43
fastcam
LLNL / fastcam
A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.
saliency-maps gradcam pytorch-gradcam demo deep-learning explainable-ai saliency interpretability visual-explanations xai pytorch cnn-visualization
Language:Jupyter Notebook 42
chouxianyu / Boundary-Aware-PoolNet
Boundary Aware PoolNet = PoolNet + BASNet : Deeply supervised PoolNet using the hybrid loss in BASNet for Salient Object Detection
saliency salient-object-detection
Language:Python 41
coallaoh / GuidedLabelling
Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17
saliency segmentation cvpr pascal pascal-voc paper research
Language:Python 36
wenguanwang / PAGE-Net
Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)
saliency saliency-detection saliency-prediction saliency-attentive-model saliency-map cvpr19
36
arslan-chaudhry / dcsp_segmentation
segmentation attention-mechanism saliency weakly-supervised-learning deeplab-tensorflow
Language:Python 33