awesome-segmentation-saliency-dataset

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

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datasetdatasetsdeep-learningdeeplearningmachine-learningmachinelearningsaliency-detection

Screenshot of lartpang/awesome-segmentation-saliency-dataset website

lartpang.github.io/awesome-segmentation-saliency-dataset/README.html

Another Awesome Dataset List / Saliency / RGB Saliency
Learningto detect a salient object Paper:
https://mmcheng.net/zh/msra10k/ 主页: 南开大学媒体计算实验室:

Another Awesome Dataset List / Saliency / RGB Saliency / Download:
195MB MSRA10K(formally named as THUS10000; : images + binary masks):

Another Awesome Dataset List / Saliency / RGB Saliency / Download: / 195MB
https://mmcheng.net/SalObj/] Please cite our paper [ if you use it
百度网盘 Saliency maps and salient object region segmentation for other 20+ alternative methods are also available ( )

Another Awesome Dataset List / Saliency / RGB Saliency / Download:
111MB MSRA-B ( : images + binary masks):

Another Awesome Dataset List / Saliency / RGB Saliency / Download: / 111MB
https://mmcheng.net/drfi/] Please cite the corresponding paper [ if you use it

Another Awesome Dataset List / Saliency / RGB Saliency
Salient objectdetection: A benchmark
Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration
http://www.wisdom.weizmann.ac.il/~vision/Seg_Evaluation_DB/index.html Project:
http://www.wisdom.weizmann.ac.il/~vision/Seg_Evaluation_DB/dl.html Download:
A two-stage approach to saliency detection inimages Paper:

Another Awesome Dataset List / Saliency / RGB Saliency / 相关:
Learning to detect a salient object T. Liu, J. Sun, N.-N. Zheng, X. Tang, and H.-Y. Shum, " , " in , 2007, pp.1–8
Frequency-tuned salient region detection R. Achanta, S. Hemami, F. Estrada, and S. Süsstrunk, " , " in , 2009, pp.1597–1604

Another Awesome Dataset List / Saliency / RGB Saliency
http://download.csdn.net/detail/wanyq07/9839322 Download:

Another Awesome Dataset List / Saliency / RGB Saliency / http://download.csdn.net/detail/wanyq07/9839322
MSRA图像数据集(1000幅含真实标注) 关于Download的说明: 因为基于MSRA的图片数据集, 在孙剑走了之后, MARA上就没了他的页面, 相关的资源也就找不到了. CSDN一篇博客有分享. 原图Download地址: . 上面Download到的标注图尺寸被统一改为512*512, 所以这里给个地址:

Another Awesome Dataset List / Saliency / RGB Saliency
Saliency detection via graph-based manifold ranking Paper: C. Yang, L. Zhang, H. Lu, X. Ruan, and M.-H. Yang, " , " in , 2013, pp.3166–3173
http://saliencydetection.net/dut-omron/#outline-container-org0e04792 Project:
http://saliencydetection.net/dut-omron/download/DUT-OMRON-image.zip Download:
http://saliencydetection.net/duts/ Project:
Salient Objects in Clutter Paper:

Another Awesome Dataset List / Saliency / RGB Saliency / Salient Objects in Clutter
https://dengpingfan.github.io/papers/[2022][TPAMI]SOC_Chinese.pdf Chinese Version:

Another Awesome Dataset List / Saliency / RGB Saliency / Project:
https://github.com/DengPingFan/SOC-DataAug 11 over 3 years ago
https://mmcheng.net/socbenchmark/

Another Awesome Dataset List / Saliency / RGB Saliency
https://mmcheng.net/socbenchmark/ Download: See
https://i.cs.hku.hk/~gbli/deep_saliency.html Project:
Visual Saliency Based on Multiscale Deep Features Paper:

Another Awesome Dataset List / Saliency / RGB Saliency / Download:
Google Drive
Baidu Yun

Another Awesome Dataset List / Saliency / RGB Saliency
http://elderlab.yorku.ca/SOD/ Project:

Another Awesome Dataset List / Saliency / RGB Saliency / Download
http://elderlab.yorku.ca/SOD/SOD.zip 官方:
https://pan.baidu.com/s/1IMElTPwD4yTo2TMSRU-keQ 百度云:

Another Awesome Dataset List / Saliency / RGB Saliency
https://ivrl.epfl.ch/research-2/research-downloads/supplementary_material-cvpr11-index-html/ Project:
http://infoscience.epfl.ch/record/167478 Paper:
http://ivrgwww.epfl.ch/supplementary_material/cvpr11/nirscene1.zip Download:
https://sites.google.com/site/jianlinudt/saliency-database Project:
http://www.escience.cn/people/jianli/DataBase.html 作者主页:
http://www.cse.cuhk.edu.hk/leojia/projects/hsaliency/dataset.html Download:

Another Awesome Dataset List / Saliency / RGB Saliency / http://www.cse.cuhk.edu.hk/leojia/projects/hsaliency/dataset.html / ECSSD (1000 images)
ECSSD images (64.6MB)
ECSSD ground truth masks (1.78MB) (Updated on 9 April, 2015)

Another Awesome Dataset List / Saliency / RGB Saliency / http://www.cse.cuhk.edu.hk/leojia/projects/hsaliency/dataset.html / CSSD (200 images)
CSSD images (18.7MB)
CSSD groud truth masks (0.75MB)

Another Awesome Dataset List / Saliency / RGB Saliency
https://mmcheng.net/zh/gsal/ Paper:
https://mmcheng.net/mftp/Data/THUR15000.zip Download:

Another Awesome Dataset List / Saliency / RGB Saliency / https://mmcheng.net/mftp/Data/THUR15000.zip
https://pan.baidu.com/s/1u-E-8ujnxBz0mdmXsJglvg 百度云:

Another Awesome Dataset List / Saliency / RGB Saliency
https://papers.nips.cc/paper/2830-saliency-based-on-information-maximization.pdf Paper:
http://people.csail.mit.edu/torralba/publications/wherepeoplelook.pdf Paper:

Another Awesome Dataset List / Saliency / RGB Saliency / Project:
https://ccvl.jhu.edu/datasets/
http://www.cbi.gatech.edu/salobj/

Another Awesome Dataset List / Saliency / RGB Saliency / Download:
https://pan.baidu.com/s/1DZcfwCYdeMW4EGawhXQyig 百度云盘:
http://academictorrents.com/details/6c49defd6f0e417c039637475cde638d1363037e 页面:

Another Awesome Dataset List / Saliency / RGB Saliency
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3954044/ Paper:
https://labs.psych.ucsb.edu/eckstein/miguel/research_pages/saliencydata.html Download:
https://jov.arvojournals.org/article.aspx?articleid=2193943 Paper:
Frequency-tuned salient region detection Paper:
https://ivrl.epfl.ch/research-2/research-current/research-saliency/supplementary_material-rk_cvpr09-index-html/ Project:
Only GT Download:

Another Awesome Dataset List / Saliency / RGB-D Saliency
https://github.com/JXingZhao/ContrastPrior 51 over 4 years ago @JXingZhao:
https://github.com/jiwei0921/RGBD-SOD-datasets 63 about 3 years ago @jiwei0921:
http://dpfan.net/d3netbenchmark/ More Details can be found at:
https://arxiv.org/pdf/1907.06781.pdf Paper: Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks:
http://dpfan.net/d3netbenchmark/ Project:
http://dpfan.net/d3netbenchmark/ Download: See
Rgbd salient object detection: a benchmark and algorithms Paper:
https://sites.google.com/site/rgbdsaliency/home Project:
https://sites.google.com/site/rgbdsaliency/dataset Download:
Depth saliency based on anisotropic center-surround difference NJU400:
Depth-aware salient object detection using anisotropic center-surround difference NJU2000:
MGG
http://mcg.nju.edu.cn/publication/2014/icip14-jur/index.html

Another Awesome Dataset List / Saliency / RGB-D Saliency / Official:
http://mcg.nju.edu.cn/resource.html
http://mcg.nju.edu.cn/dataset/nju400.zip
http://mcg.nju.edu.cn/dataset/nju2000.zip

Another Awesome Dataset List / Saliency / RGB-D Saliency
http://dpfan.net/d3netbenchmark/ See
Leveraging stereopsis for saliency analysis Paper:
http://web.cecs.pdx.edu/~fliu/ Project:
http://dpfan.net/d3netbenchmark/ Download: See
Saliency Detection on Light Field Paper:
https://sites.duke.edu/nianyi/publication/saliency-detection-on-light-field/ Project:

Another Awesome Dataset List / Saliency / RGB-D Saliency / Download:
https://sites.duke.edu/nianyi/publication/saliency-detection-on-light-field/ Official: See
http://dpfan.net/d3netbenchmark/ See

Another Awesome Dataset List / Saliency / RGB-D Saliency / Official:
https://pan.baidu.com/s/1pLv2B8n Baidu Pan:
https://onedrive.live.com/redir?resid=F3A8A31ABFAC51B0!256&authkey=!AC4-yOEjn0bgrCQ&ithint=file%2crar Google Drive:

Another Awesome Dataset List / Saliency / RGB-D Saliency
http://dpfan.net/d3netbenchmark/ See
Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection Paper:
https://github.com/jiwei0921/DMRA_RGBD-SOD 104 about 3 years ago Project:

Another Awesome Dataset List / Saliency / RGB-D Saliency / Download:
https://pan.baidu.com/s/1FwUFmNBox_gMZ0CVjby2dg Official:
http://dpfan.net/d3netbenchmark/ See

Another Awesome Dataset List / Saliency / RGB-D Saliency
A Three-Pathway Psychobiological Framework of Salient Object Detection Using Stereoscopic Technology Paper:
http://dpfan.net/d3netbenchmark/ Download: See
SMAC: Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection Paper:
https://github.com/nnizhang/SMAC#redweb-s 44 11 months ago Download: See
https://github.com/nnizhang/SMAC 44 11 months ago Project:
Cascaded RGB-D SOD with COME15K dataset Paper:
https://github.com/JingZhang617/cascaded_rgbd_sod#come15k-rgb-d-sod-dataset 57 almost 2 years ago Download: See
https://github.com/JingZhang617/cascaded_rgbd_sod 57 almost 2 years ago Project:

Another Awesome Dataset List / Saliency / RGB-T Saliency
TMM 2024 | Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified Benchmark Paper:
https://github.com/Angknpng/SACNet?tab=readme-ov-file#uvt2000 7 3 months ago Download: See
https://github.com/Angknpng/SACNet 7 3 months ago Project:
TIP 2022 | Weakly Alignment-Free RGBT Salient Object Detection With Deep Correlation Network Paper:
https://github.com/lz118/Deep-Correlation-Network?tab=readme-ov-file#unaligned-dataset 13 over 2 years ago Download:
https://github.com/lz118/Deep-Correlation-Network 13 over 2 years ago Project:
Mirror Complementary Transformer Network for RGB-thermal Salient Object Detection Paper:
https://github.com/jxr326/SwinMCNet#the-proposed-dataset 16 about 2 years ago Download: See
https://github.com/jxr326/SwinMCNet 16 about 2 years ago Project:
RGBT Salient Object Detection: A Large-scale Dataset and Benchmark Paper:

Another Awesome Dataset List / Saliency / RGB-T Saliency / Project:
http://chenglongli.cn/code-dataset/
https://github.com/lz118/RGBT-Salient-Object-Detection 59 over 2 years ago

Another Awesome Dataset List / Saliency / RGB-T Saliency
https://pan.baidu.com/s/13_9tJXHDmWLNjqkbMNl1hw Download: (likp)
RGB-T Image Saliency Detection via Collaborative Graph Learning Paper:
http://chenglongli.cn/code-dataset/ Project:

Another Awesome Dataset List / Saliency / RGB-T Saliency / Download:
https://pan.baidu.com/s/1eGQJhvnKnqV1KJ1GY_63NA Baidu Pan:
https://drive.google.com/file/d/1NCPFNeiy1n6uY74L0FDInN27p6N_VCSd/view?usp=sharing Google Drive:

Another Awesome Dataset List / Saliency / RGB-T Saliency
A Unified RGB-T Saliency Detection Benchmark: Dataset, Baselines, Analysis and A Novel Approach Paper:
http://chenglongli.cn/code-dataset/ Project:

Another Awesome Dataset List / Saliency / RGB-T Saliency / Download:
http://pan.baidu.com/s/1bpEaeQV Baidu Pan:
https://drive.google.com/file/d/0B4fH4G1f-jjNR3NtQUkwWjFFREk/view?usp=sharing Google Drive:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection)
Simultaneously Localize, Segment and Rank the Camouflaged Objects Paper:
https://github.com/JingZhang617/COD-Rank-Localize-and-Segment 73 about 3 years ago Project:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection) / Download:
https://pan.baidu.com/s/1bG4F2KJ_4UJG_7XG6ZNBHA Baidu Pan: (d581)
https://drive.google.com/file/d/1kzpX_U3gbgO9MuwZIWTuRVpiB7V6yrAQ/view?usp=sharing Google Drive:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection)
Camouflaged Object Detection Paper:
https://dengpingfan.github.io/pages/COD.html Project:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection) / Download:
https://drive.google.com/file/d/1vRYAie0JcNStcSwagmCq55eirGyMYGm5/view?usp=sharing Google Drive:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection)
Anabranch network for camouflaged object segmentation Paper:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection) / Project:
https://sites.google.com/view/ltnghia/research/camo
https://github.com/ltnghia/ANet 4 over 4 years ago

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection) / Download:
https://drive.google.com/open?id=1h-OqZdwkuPhBvGcVAwmh0f1NGqlH_4B6 Official:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection)
Animal Camouflage Analysis: CHAMELEON Database Project:
Detection of People With Camouflage Pattern Via Dense Deconvolution Network Paper:
https://github.com/xfflyer/Camouflaged-people-detection 13 over 6 years ago Project:
https://github.com/xfflyer/Camouflaged-Data 8 over 6 years ago Download:
Implicit Motion Handling for Video Camouflaged Object Detection Paper:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection) / Project:
https://xueliancheng.github.io/SLT-Net-project/
https://github.com/XuelianCheng/SLT-Net 59 about 2 years ago

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection)
https://drive.google.com/file/d/1FB24BGVrPOeUpmYbKZJYL5ermqUvBo_6/view?usp=sharing Download:

Another Awesome Dataset List / Saliency / COD (Camouflaged Object Detection) / https://drive.google.com/file/d/1FB24BGVrPOeUpmYbKZJYL5ermqUvBo_6/view?usp=sharing
https://xueliancheng.github.io/SLT-Net-project/ More details can be found at

Another Awesome Dataset List / Saliency / Dichotomous Image Segmentation
Highly Accurate Dichotomous Image Segmentation Paper:
https://xuebinqin.github.io/dis/index.html Project:
https://github.com/xuebinqin/DIS#11-dis-dataset-v10-dis5k 2,216 13 days ago Download: See

Another Awesome Dataset List / Saliency / High-Resolution Saliency
Towards High-Resolution Salient Object Detection Paper:
https://github.com/yi94code/HRSOD 69 over 4 years ago Project:

Another Awesome Dataset List / Saliency / High-Resolution Saliency / Download:
https://drive.google.com/open?id=1bmDGlkzqHoduNigi_GO4Qy9sA9sIaZcY HRSOD:
https://drive.google.com/open?id=1q1H7yoITLS6i2n-PhgYMIxLdjyhge5AR DAVIS-S:

Another Awesome Dataset List / Saliency / Co-Saliency / Python:
https://github.com/zzhanghub/eval-co-sod 96 almost 4 years ago

Another Awesome Dataset List / Saliency / Co-Saliency / Python: / https://github.com/zzhanghub/eval-co-sod
http://zhaozhang.net/coca.html A GPU-accelerated evaluation tool (based on Python & PyTorch) for co-saliency detection task. It can automatically evaluate 8 metrics and draw 4 types of curves

Another Awesome Dataset List / Saliency / Co-Saliency / Python:
https://github.com/lartpang/PySODEvalToolkit 160 9 days ago

Another Awesome Dataset List / Saliency / Co-Saliency / Python: / https://github.com/lartpang/PySODEvalToolkit
PySODMetrics 139 5 months ago Based on : A simple and efficient implementation of SOD metrics

Another Awesome Dataset List / Saliency / Co-Saliency / MATLAB:
http://dpfan.net/wp-content/uploads/CoSalBenchmark-EvaluationTools.zip

Another Awesome Dataset List / Saliency / Co-Saliency / MATLAB: / http://dpfan.net/wp-content/uploads/CoSalBenchmark-EvaluationTools.zip
http://dpfan.net/CoSOD3K/ From

Another Awesome Dataset List / Saliency / Co-Saliency
A Co-Saliency Model of Image Pairs Paper:
http://dpfan.net/CoSOD3K/ Download: See
Object Categorization by Learned Universal Visual Dictionary Paper:
https://www.microsoft.com/en-us/research/project/image-understanding/?from=http%3A%2F%2Fresearch.microsoft.com%2Fvision%2Fcambridge%2Frecognition%2F#overview Project:
http://dpfan.net/CoSOD3K/ Download: See
Co-Saliency Detection within a Single Image Paper:
http://dpfan.net/CoSOD3K/ Download: See
iCoseg: Interactive Co-segmentation with Intelligent Scribble Guidance Paper:
http://chenlab.ece.cornell.edu/projects/touch-coseg/ Project:
http://dpfan.net/CoSOD3K/ Download: See

Another Awesome Dataset List / Saliency / Co-Saliency / http://dpfan.net/CoSOD3K/
http://chenlab.ece.cornell.edu/projects/touch-coseg/iCoseg_dataset.pdf Dataset Samples:
http://chenlab.ece.cornell.edu/projects/touch-coseg/CMU_Cornell_iCoseg_dataset.zip Official Link:

Another Awesome Dataset List / Saliency / Co-Saliency
Gradient-Induced Co-Saliency Detection Paper:
http://zhaozhang.net/coca.html Project:

Another Awesome Dataset List / Saliency / Co-Saliency / Download: Our dataset is freely available for research, but not for commercial use
https://pan.baidu.com/s/1tEgkrdaO6HUEzditrcmsJA Baidu Pan: (iqf3)
https://drive.google.com/file/d/1ImAJmqeOdBSvWUh5InLdrw7dEUHdnb1w/view?usp=sharing Google Drive:

Another Awesome Dataset List / Saliency / Co-Saliency
Detection of Co-salient Objects by Looking Deep and Wide Paper:
http://www.escience.cn/people/JunweiHan/Co-saliency.html Project:
http://dpfan.net/CoSOD3K/ Download: See

Another Awesome Dataset List / Saliency / Co-Saliency / Paper:
Taking a Deeper Look at Co-Salient Object Detection
Re-thinking Co-Salient Object Detection

Another Awesome Dataset List / Saliency / Co-Saliency
http://dpfan.net/CoSOD3K/ Project:
http://dpfan.net/CoSOD3K/ Download: See
Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation Paper:
https://rmcong.github.io/proj_RGBD_cosal.html Project:

Another Awesome Dataset List / Saliency / Co-Saliency / Download:
https://github.com/rmcong/RGBD-Cosal150-Dataset 4 over 3 years ago Official:

Another Awesome Dataset List / Saliency / Co-Saliency
Object-based RGBD image co-segmentation with mutex constraint Paper:

Another Awesome Dataset List / Saliency / Co-Saliency / Download:
https://onedrive.live.com/redir?resid=F3A8A31ABFAC51B0!269&authkey=!AHUBN0lk5kQLWzQ&ithint=file%2czip OneDrive:
https://pan.baidu.com/s/1cAMin0 BaiduYun:

Another Awesome Dataset List / Saliency / Co-Saliency
Unsupervised co-segmentation for indefinite number of common foreground objects Paper:

Another Awesome Dataset List / Saliency / Video Saliency
A dataset and evaluation methodology for visual saliency in video Paper:
https://pkuml.org/resources/dataset.html Project:
https://pkuml.org/resources/pku-rsd.html Download:
Detection of salient objects with focused attention based on spatial and temporal coherence Paper:

Another Awesome Dataset List / Saliency / Other
What is and what is not a salient object? Learning salient object detector by ensembling linear exemplar regressors Paper:

Another Awesome Dataset List / Saliency / Other / Project:
http://cvteam.net/ cvteam:
http://cvteam.net/projects/CVPR17-ELE/ELE.html

Another Awesome Dataset List / Saliency / Other
http://cvteam.net/projects/CVPR17-ELE/XPIE.tar.gz Download:

Another Awesome Dataset List / Saliency / Other / Paper: Salient object subitizing
CVPR Version
Arxiv Version

Another Awesome Dataset List / Saliency / Other
http://cs-people.bu.edu/jmzhang/sos.html Project:

Another Awesome Dataset List / Saliency / Other / Download:
http://www.cs.bu.edu/groups/ivc/data/SOS/ESOS.zip Extended version: (see the arXiv paper for detials)
http://www.cs.bu.edu/groups/ivc/data/SOS/SOS.zip Initial version. Bounding Box Annotations (training split only):

Another Awesome Dataset List / Saliency / Other / Paper: Salient object subitizing
CVPR Version
Arxiv Version

Another Awesome Dataset List / Saliency / Other
http://cs-people.bu.edu/jmzhang/sos.html Project:
http://www.cs.bu.edu/groups/ivc/data/SOS/MSO.zip Download:

Another Awesome Dataset List / Saliency / Other / Paper:
Instance-level salient object segmentation ILSO-1K (CVPR 2017): training (1400), testing (600):
Instance-level salient object segmentation ILSO-2K (CVIU 2021): training (700), testing (300):

Another Awesome Dataset List / Saliency / Other / Project:
https://github.com/Kinpzz/MSRNet-CVIU 10 over 3 years ago

Another Awesome Dataset List / Saliency / Other / Download:
https://pan.baidu.com/s/1O6ueVp2VZKRONxy0iboMzg Baidu Pan: (159u)
https://drive.google.com/file/d/1tM_7IlDcQkqWB44kcZluJuiPd-Dnnw8k/view?usp=sharing Google Drive:

Another Awesome Dataset List / Saliency / Other
Hyperspectral Image Dataset for Benchmarking on Salient Object Detection Paper:
https://github.com/gistairc/HS-SOD 53 over 6 years ago Project:
http://data.airc.aist.go.jp/HS-SOD/HS-SOD.zip Download:
Pedestrian Detection in Thermal Images Using Saliency Maps Paper:

Another Awesome Dataset List / Saliency / Other / Project:
https://information-fusion-lab-umass.github.io/Salient-Pedestrian-Detection/

Another Awesome Dataset List / Saliency / Other
https://github.com/Information-Fusion-Lab-Umass/Salient-Pedestrian-Detection 38 over 4 years ago Download: See
WELD: Weighted Low-rank Decomposition for Robust Grayscale-Thermal Foreground Detection Paper:

Another Awesome Dataset List / Saliency / Other / Project:
http://www.sysu-hcp.net/resources/datasets/index.html
http://vision.sysu.edu.cn/projects/grayscale_thermal_detection/

Another Awesome Dataset List / Segmentation / VOS (Video Object Segmentation)
https://davischallenge.org/index.html Project:
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation Paper:

Another Awesome Dataset List / Segmentation / VOS (Video Object Segmentation) / Download:
DAVIS 2016 In each video sequence a single instance is annotated
DAVIS 2017 In each video sequence multiple instances are annotated

Another Awesome Dataset List / Segmentation / VOS (Video Object Segmentation)
https://www.vision.rwth-aachen.de/page/taovos Project:
Reducing the Annotation Effort for Video Object Segmentation Datasets Paper:
https://www.vision.rwth-aachen.de/media/resource_files/taovos_v1_annotations_only.zip Download, Mask Annotations (train + val):
https://ieee-dataport.org/documents/ovos-occluded-video-object-segmentation-dataset Project:
Region Aware Video Object Segmentation with Deep Motion Modeling Paper:

Another Awesome Dataset List / Segmentation / Image Segmentation
Dense Semantic Image Segmentation with Objects and Attributes Paper:
https://kylezheng.org/research-projects/densesegattobj/ Project:
http://www.robots.ox.ac.uk/~szheng/aNYU/aNYU.tar.gz Download:
https://supervise.ly/ Project:
Parsing Clothing in Fashion Photographs Paper:
http://vision.is.tohoku.ac.jp/~kyamagu/research/clothing_parsing/ Project:
http://vision.is.tohoku.ac.jp/~kyamagu/research/clothing_parsing/ Download: See

Another Awesome Dataset List / Segmentation / Image Segmentation / Paper:
Deep Human Parsing with Active Template Regression TPAMI 2015:
Human Parsing with Contextualized Convolutional Neural Network ICCV 2015:

Another Awesome Dataset List / Segmentation / Image Segmentation / Project:
https://github.com/lemondan/HumanParsing-Dataset 211 over 7 years ago
http://sysu-hcp.net/

Another Awesome Dataset List / Segmentation / Image Segmentation / Download:
http://sysu-hcp.net/resources/datasets/index.html
http://pan.baidu.com/s/1qY8bToS (kjgk)

Another Awesome Dataset List / Segmentation / Image Segmentation / Paper:
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing CVPR 2017:
Look into Person: Joint Body Parsing & Pose Estimation Network and a New Benchmark TPAMI 2018

Another Awesome Dataset List / Segmentation / Image Segmentation
https://github.com/Engineering-Course/LIP_SSL 229 almost 3 years ago Project:

Another Awesome Dataset List / Segmentation / Image Segmentation / Download:
http://pan.baidu.com/s/1nvqmZBN Baidu Pan:
https://drive.google.com/drive/folders/0BzvH3bSnp3E9QjVYZlhWSjltSWM?resourcekey=0-nkS8bDVjPs3bEw3UZW-omA&usp=sharing Google Drive:

Another Awesome Dataset List / Segmentation / Image Segmentation
PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence Paper:
http://www.sysu-hcp.net/resources/datasets/index.html Project:
Deep Joint Task Learning for Generic Object Extraction Paper:

Another Awesome Dataset List / Segmentation / Image Segmentation / Project:
https://objectextraction.github.io/
http://www.sysu-hcp.net/resources/datasets/index.html

Another Awesome Dataset List / Segmentation / Image Segmentation
http://objectextraction.github.io/ Download: See
Clothing Co-Parsing by Joint Image Segmentation and Labeling Paper:
https://github.com/bearpaw/clothing-co-parsing 464 over 5 years ago Project:
https://github.com/bearpaw/clothing-co-parsing 464 over 5 years ago Download:
Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation Paper:
http://www.cbsr.ia.ac.cn/users/ynyu/dataset/ Project:
http://www.cbsr.ia.ac.cn/users/ynyu/dataset/ Download: See

Another Awesome Dataset List / AD (Anomaly Detection) / MVTec AD / Paper:
MVTec AD – A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection
The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection

Another Awesome Dataset List / AD (Anomaly Detection) / MVTec AD
https://www.mvtec.com/company/research/datasets/mvtec-ad Project:

Another Awesome Dataset List / AD (Anomaly Detection) / MPDD
Deep learning-based defect detection of metal parts: evaluating current methods in complex conditions Paper:
https://github.com/stepanje/mpdd 16 2 months ago Project:

Another Awesome Dataset List / Matting / alphamatting.com
http://alphamatting.com/datasets.php Project:
http://alphamatting.com/datasets.php Download: See

Another Awesome Dataset List / Matting / Composition-1k: Deep Image Matting
Deep Image Matting Paper:
https://sites.google.com/view/deepimagematting Project:
[email protected] Download: Please contact Brian Price ( ) for the dataset

Another Awesome Dataset List / Matting / Semantic Human Matting
Semantic Human Matting Paper:

Another Awesome Dataset List / Matting / Matting-Human-Datasets
https://github.com/aisegmentcn/matting_human_datasets 601 over 2 years ago Project:

Another Awesome Dataset List / Matting / Matting-Human-Datasets / Download:
https://pan.baidu.com/s/1R9PJJRT-KjSxh-2-3wCGxQ Baidu Pan: (dzsn)
https://mega.nz/#F!Gh8CFAyb!e2ppUh-copP76GbE8IWAEQ Mega:
https://www.kaggle.com/laurentmih/aisegmentcom-matting-human-datasets/ Kaggle:

Another Awesome Dataset List / Matting / PFCN
Automatic Portrait Segmentation for Image Stylization Paper:

Another Awesome Dataset List / Matting / PFCN / Download:
http://pan.baidu.com/s/1bQ4yHC Baidu Pan:
https://1drv.ms/u/s!ApwdOxIIFBH19TzDv7nRfH5ZsMNL OneDrive:

Another Awesome Dataset List / Matting / Deep Automatic Portrait Matting
Deep Automatic Portrait Matting Paper:
http://www.cse.cuhk.edu.hk/~leojia/projects/automatting/ Project:
https://1drv.ms/u/s!ApwdOxIIFBH19Ts5EuFd9gVJrKTo Download:

Another Awesome Dataset List / Other / Large-scale Fashion (DeepFashion) Database
DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations Paper:

Another Awesome Dataset List / Other / Large-scale Fashion (DeepFashion) Database / Project:
https://liuziwei7.github.io/projects/DeepFashion.html
http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
Multimedia Laboratory
https://github.com/open-mmlab/mmfashion 1,249 5 months ago mmfashion:

Another Awesome Dataset List / Other / Large-scale Fashion (DeepFashion) Database
http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html Download: See

Another Awesome Dataset List / Other / Tencent ML-Images
Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning Paper:
https://github.com/Tencent/tencent-ml-images 3,051 over 2 years ago Project:
https://github.com/Tencent/tencent-ml-images#download-images 3,051 over 2 years ago Download: See

Another Awesome Dataset List / Reference / Survey
Salient Object Detection: A Survey
Review of Visual Saliency Detection With Comprehensive Information
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
RGB-D salient object detection: A survey
Salient Objects in Clutter

Another Awesome Dataset List / Reference / Project
https://github.com/wenguanwang/SODsurvey 382 over 3 years ago

Another Awesome Dataset List / More / Similiar Projects
awesome-semantic-segmentation 10,472 over 3 years ago

Another Awesome Dataset List / More / Research Institutes
https://ai.baidu.com/broad/introduction 百度研究院:
http://www.sysu-hcp.net/resources/ 中山大学人机物智能融合实验室:
http://ice.dlut.edu.cn/lu/publications.html 大连理工大学IIAU-LAB:
http://mmlab.ie.cuhk.edu.hk/datasets.html CUHK Multimedia Laboratory:

Another Awesome Dataset List / More / Resource Websites
http://tc11.cvc.uab.es/datasets/type/ TC-11 Online Resources:
http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm CVonline: Image Databases:

Another Awesome Dataset List / More / Resource Websites / http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
https://blog.csdn.net/zhaoliang027/article/details/83376167 中文:

Another Awesome Dataset List / More / Resource Websites
http://www.multimediaeval.org/datasets/ MediaEval Benchmark:
http://saliency.mit.edu/datasets.html Mit Saliency Benchmark:
https://www.datasetlist.com/ Datasets for machine learning:
https://archive.ics.uci.edu/ml/datasets.html UCI machine learning repository:
https://www.kaggle.com/datasets Kaggle datasets:

Another Awesome Dataset List / More / Resource Websites / Google Dataset Seaerch:
https://toolbox.google.com/datasetsearch
https://ai.google/tools/datasets/
https://datasetsearch.research.google.com/
https://mp.weixin.qq.com/s/ErbwXAz-_AJrmUGMHZIcwg AI开发者神器! 谷歌重磅推出数据集搜索 Dataset Search:
https://www.blog.google/products/search/making-it-easier-discover-datasets/ Making it easier to discover datasets:

Another Awesome Dataset List / More / Resource Websites
http://yacvid.hayko.at/ ⭐️⭐️⭐️ Yet Another Computer Vision Index To Datasets (YACVID): This website provides a list of frequently used computer vision datasets. Wait, there is more! There is also a description containing common problems, pitfalls and characteristics and now a searchable TAG cloud.:
https://ieee-dataport.org/ ⭐️⭐️⭐️ IEEE DataPort provides a sustainable platform to all data owners in support of research and IEEE's overall mission of Advancing Technology for Humanity:

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