A collection of some datasets for segmentation / saliency detection. Welcome to PR...:smile:

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

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

Code for CVPR-2020 paper "JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection"

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

code and model of Pyramid Feature Selective Network for Saliency detection

Deep Depth Completion of a Single RGB-D Image

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

Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks, IEEE TNNLS 2020

Efficient Toolbox to quickly evaluate SOC/SOD/COD benchmark.

[IEEE TPAMI22] MobileSal: Extremely Efficient RGB-D Salient Object Detection [PyTorch & Jittor]

Code and Dataset for ICCV 2019 paper. "Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection".

The official repo of the TPAMI 2021/ECCV 2020 work CSNet: A Highly Efficient Model with 100K Parameters to Study the Semantics of Salient Object Detection

PyTorch implementation of the paper 'BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network, ECCV2020'

RGB-D Salient Object Detection: A Survey

LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes

Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset

Vision Mamba: A Comprehensive Survey and Taxonomy

[ACMMM 23] Official implementation of Object Segmentation by Mining Cross-Modal Semantics (First Uniformed model for SOD and/or COD with pseudo depth and/or misaligned thermal images)

[ICCV 23] Official implementation of Source-free Depth for Object Pop-out (One of First Attempts for RGB-D COD)

[TIP 23] Official implementation of HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness

EGA-Net: Edge Feature Enhancement and Global Information Attention Network for RGB-D Salient Object Detection

[3DV 22] Official implementation of Robust RGB-D Fusion Network for Saliency Detection

(AAAI 2022) Self-Supervised Pretraining for RGB-D Salient Object Detection