saliency

There are 145 repositories under saliency topic.

  • utkuozbulak/pytorch-cnn-visualizations

    Pytorch implementation of convolutional neural network visualization techniques

    Language:Python7.9k1151061.5k

  • microsoft/tensorwatch

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

    Language:Jupyter Notebook3.4k10270361

  • PAIR-code/saliency

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

    Language:Jupyter Notebook9612537192

  • backseason/PoolNet

    Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"

    Language:Python6291887152

  • haofanwang/Score-CAM

    Official implementation of Score-CAM in PyTorch

    Language:Python41062966

  • wenguanwang/SODsurvey

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

    384101169

  • taozh2017/RGBD-SODsurvey

    RGB-D Salient Object Detection: A Survey

    Language:MATLAB35013634

  • keisen/tf-keras-vis

    Neural network visualization toolkit for tf.keras

    Language:Python32087546
  • MINet

    lartpang/MINet

    CVPR2020, Multi-scale Interactive Network for Salient Object Detection

    Language:Python237102629

  • marcellacornia/sam

    Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)

    Language:Python210104577

  • mczhuge/ICON

    (TPAMI2022) Salient Object Detection via Integrity Learning.

    Language:Python18241314

  • lartpang/PySODEvalToolkit

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

    Language:Python16832420

  • eclique/RISE

    Detect model's attention

    Language:Jupyter Notebook15751349
  • PySODMetrics

    lartpang/PySODMetrics

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

    Language:Python1503919

  • yulongwang12/visual-attribution

    Pytorch Implementation of recent visual attribution methods for model interpretability

    Language:Jupyter Notebook1454626

  • wenguanwang/DHF1K

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

    Language:MATLAB139112028

  • KuangJuiHsu/DeepCO3

    [CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

    Language:MATLAB1375815
  • unisal

    rdroste/unisal

    Unified Image and Video Saliency Modeling (ECCV 2020)

    Language:Python13171537

  • 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.

    Language:MATLAB1153328

  • wenguanwang/ViSalientObject

    Video Salient Object Detection via Fully Convolutional Networks (TIP18)

    Language:Python1113040

  • marcellacornia/mlnet

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

    Language:Python9473137

  • lartpang/HDFNet

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

    Language:Python874613

  • 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.

    Language:Python867625

  • samyak0210/ViNet

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

    Language:Python641519

  • pfnet-research/bayesgrad

    BayesGrad: Explaining Predictions of Graph Convolutional Networks

    Language:Jupyter Notebook631809

  • DengPingFan/S-measure

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

    Language:MATLAB574316

  • DengPingFan/SODBenchmark

    Salient objects in clutter, TPAMI, 2022

    56504

  • Arhosseini77/SUM

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

    Language:Python51346

  • backseason/DFI

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

    Language:Python516912

  • 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++.

    Language:Python49316
  • fastcam

    LLNL/fastcam

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

    Language:Jupyter Notebook44726

  • wenguanwang/ASNet

    Salient Object Detection Driven by Fixation Prediction (CVPR2018)

    445116

  • yuhuan-wu/RDPNet

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

    Language:Python444510

  • chouxianyu/Boundary-Aware-PoolNet

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

    Language:Python42235

  • coallaoh/GuidedLabelling

    Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

    Language:Python37428

  • wenguanwang/PAGE-Net

    Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)

    35133