salient-object-detection
There are 18 repositories under salient-object-detection topic.
OPHoperHPO / image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
Language:Python 1345ZhengPeng7 / BiRefNet
[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
Language:Python 1030jiwei0921 / SOD-CNNs-based-code-summary-
The summary of code and paper for salient object detection with deep learning.
plemeri / transparent-background
This is a background removing tool powered by InSPyReNet (ACCV 2022)
Language:Python 718backseason / PoolNet
Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"
Language:Python 628DengPingFan / SINet
Camouflaged Object Detection, CVPR 2020 (Oral)
Language:Python 519Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)
Language:Python 441wenguanwang / SODsurvey
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
taozh2017 / RGBD-SODsurvey
RGB-D Salient Object Detection: A Survey
Language:MATLAB 341- MINetLanguage:Python 236
weijun-arc / F3Net
Codes for the AAAI 2020 paper "F3Net: Fusion, Feedback and Focus for Salient Object Detection"
Language:Python 222Karel911 / TRACER
TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch
Language:Python 195AceCoooool / DSS-pytorch
:star: PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection
Language:Jupyter Notebook 173sairajk / PyTorch-Pyramid-Feature-Attention-Network-for-Saliency-Detection
PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”
Language:Python 173- Language:Python 161
lartpang / PySODEvalToolkit
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
Language:Python 160ArcherFMY / sal_eval_toolbox
evaluation toolbox for salient object detection
Language:MATLAB 146- PySODMetrics
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
Language:Python 138 Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)
Language:MATLAB 137- ZoomNet
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022
Language:Python 125 zyrant / Summary-of-RGB-T-Salient-Object-Detection-and-Semantic-segmentation
Summary of RGB-T Salient Object Detection, Semantic segmentation and Crowd Counting.
Codes for the CVPR2020 paper "Label Decoupling Framework for Salient Object Detection"
Language:Python 117This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.
Language:MATLAB 112JosephChenHub / GCPANet
Global Context-Aware Progressive Aggregation Network for Salient Object Detection
Language:Python 112Code for ICCV 2019 paper. "Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection". [RGB-D Salient Object Detection]
Language:Python 104aquadzn / background-removal
U^2-Net as a service for background removal
Language:SCSS 98zzhanghub / eval-co-sod
PyTorch-Based Evaluation Tool for Co-Saliency Detection
Language:Python 96WZH0120 / SAM2-UNet
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
Language:Python 91(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection
Language:Python 86guyuchao / 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"
Language:Python 84visionxiang / 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.
All those partitioned RGB-D Saliency Datasets we collected are shared in ready-to-use manner.
- Language:Python 59
Salient objects in clutter, TPAMI, 2022
Code for our IEEE TIP 2020 paper "Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton"
Language:Python 51zyjwuyan / 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)
Language:Python 50
