salient-object-detection

OPHoperHPO/image-background-remove-tool

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

plemeri/transparent-background

This is a background removing tool powered by InSPyReNet (ACCV 2022)

jiwei0921/SOD-CNNs-based-code-summary-

The summary of code and paper for salient object detection with deep learning.

plemeri/InSPyReNet

Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)

backseason/PoolNet

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

DengPingFan/SINet

Camouflaged Object Detection, CVPR 2020 (Oral)

WZH0120/SAM2-UNet

[ICCVW 2025] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation

wenguanwang/SODsurvey

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

taozh2017/RGBD-SODsurvey

RGB-D Salient Object Detection: A Survey

lartpang/MINet

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

weijun-arc/F3Net

Codes for the AAAI 2020 paper "F3Net: Fusion, Feedback and Focus for Salient Object Detection"

Karel911/TRACER

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

lartpang/PySODMetrics

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

sairajk/PyTorch-Pyramid-Feature-Attention-Network-for-Saliency-Detection

PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”

lartpang/PySODEvalToolkit

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

AceCoooool/DSS-pytorch

:star: PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection

iCVTEAM/PGNet

Pyramid Grafting Network for One-Stage High Resolution Saliency Detection. CVPR 2022

ArcherFMY/sal_eval_toolbox

evaluation toolbox for salient object detection

wenguanwang/DHF1K

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

lartpang/ZoomNet

Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022

zyrant/Summary-of-RGB-T-Salient-Object-Detection-and-Semantic-segmentation

Summary of RGB-T Salient Object Detection, Semantic segmentation and Crowd Counting.

visionxiang/awesome-salient-object-detection

A curated list of awesome resources for salient object detection (SOD), focusing more on multi-modal SOD, such as RGB-D SOD.

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.

weijun-arc/LDF

Codes for the CVPR2020 paper "Label Decoupling Framework for Salient Object Detection"

JosephChenHub/GCPANet

Global Context-Aware Progressive Aggregation Network for Salient Object Detection

jiwei0921/DMRA

Code for ICCV 2019 paper. "Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection". [RGB-D Salient Object Detection]

zzhanghub/eval-co-sod

PyTorch-Based Evaluation Tool for Co-Saliency Detection

aquadzn/background-removal

U^2-Net as a service for background removal

lartpang/HDFNet

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

guyuchao/iNAS

Open Source Neural Architecture Search Toolbox for Device-aware Image Dense Prediction & Official implementation of ICCV2021 "iNAS: Integral NAS for Device-Aware Salient Object Detection"

jiwei0921/RGBD-SOD-datasets

All those partitioned RGB-D Saliency Datasets we collected are shared in ready-to-use manner.

zyjwuyan/SOD_Evaluation_Metrics

A more complete python version (GPU) of the evaluation for salient object detection (with S-measure, Fbw measure, MAE, max/mean/adaptive F-measure, max/mean/adaptive E-measure, PRcurve and F-measure curve)

moothes/SALOD

A benchmark for Salient Object Detection (SOD).

zhimingluo/NLDF

DengPingFan/SODBenchmark

Salient objects in clutter, TPAMI, 2022