awesome-segmentation-saliency-dataset
by lartpang
A collection of some datasets for segmentation / saliency detection. Welcome to PR...![]()
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Computer Vision Datasets
A collection of datasets for computer vision tasks such as segmentation and saliency detection.
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318 links in 128 sections, with live GitHub stats.activeno commit in 2y
Saliency / RGB Saliency
- https://mmcheng.net/zh/msra10k/
主页: 南开大学媒体计算实验室:
Saliency / RGB Saliency / Download:
- 195MB
MSRA10K(formally named as THUS10000; : images + binary masks):
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 ( )
Saliency / RGB Saliency / Download:
- 111MB
MSRA-B ( : images + binary masks):
Saliency / RGB Saliency / Download: / 111MB
- https://mmcheng.net/drfi/]
Please cite the corresponding paper [ if you use it
Saliency / RGB Saliency
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
Saliency / RGB Saliency
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:
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
Saliency / RGB Saliency / Salient Objects in Clutter
Saliency / RGB Saliency / Project:
Saliency / RGB Saliency
- https://mmcheng.net/socbenchmark/
Download: See
Saliency / RGB Saliency / Download:
Saliency / RGB Saliency
- http://elderlab.yorku.ca/SOD/
Project:
Saliency / RGB Saliency / Download
Saliency / RGB Saliency
Saliency / RGB Saliency / http://www.cse.cuhk.edu.hk/leojia/projects/hsaliency/dataset.html / ECSSD (1000 images)
- ECSSD ground truth masks (1.78MB)
(Updated on 9 April, 2015)
Saliency / RGB Saliency / http://www.cse.cuhk.edu.hk/leojia/projects/hsaliency/dataset.html / CSSD (200 images)
Saliency / RGB Saliency
Saliency / RGB Saliency / https://mmcheng.net/mftp/Data/THUR15000.zip
Saliency / RGB Saliency
Saliency / RGB Saliency / Project:
Saliency / RGB Saliency / Download:
Saliency / RGB Saliency
- Only GT
Download:
Saliency / RGB-D Saliency
https://github.com/JXingZhao/ContrastPrior
@JXingZhao:
- 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
Saliency / RGB-D Saliency / Official:
Saliency / RGB-D Saliency
- http://web.cecs.pdx.edu/~fliu/
Project:
- http://dpfan.net/d3netbenchmark/
Download: See
Saliency / RGB-D Saliency / Download:
Saliency / RGB-D Saliency / Official:
- https://pan.baidu.com/s/1pLv2B8n
Baidu Pan:
Saliency / RGB-D Saliency
Saliency / RGB-D Saliency / Download:
Saliency / RGB-D Saliency
- http://dpfan.net/d3netbenchmark/
Download: See
https://github.com/nnizhang/SMAC#redweb-s
Download: See
https://github.com/nnizhang/SMAC
Project:
Saliency / RGB-T Saliency
Saliency / RGB-T Saliency / Project:
Saliency / RGB-T Saliency
- https://pan.baidu.com/s/13_9tJXHDmWLNjqkbMNl1hw
Download: (likp)
Saliency / RGB-T Saliency / Download:
Saliency / RGB-T Saliency
Saliency / RGB-T Saliency / Download:
- http://pan.baidu.com/s/1bpEaeQV
Baidu Pan:
Saliency / Dichotomous Image Segmentation
Saliency / High-Resolution Saliency
Saliency / High-Resolution Saliency / Download:
Saliency / Co-Saliency / Python:
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
Saliency / Co-Saliency / Python:
Saliency / Co-Saliency / Python: / https://github.com/lartpang/PySODEvalToolkit
PySODMetrics
Based on : A simple and efficient implementation of SOD metrics
Saliency / Co-Saliency / MATLAB:
Saliency / Co-Saliency / MATLAB: / http://dpfan.net/wp-content/uploads/CoSalBenchmark-EvaluationTools.zip
Saliency / Co-Saliency
- http://dpfan.net/CoSOD3K/
Download: See
- http://dpfan.net/CoSOD3K/
Download: See
- http://dpfan.net/CoSOD3K/
Download: See
- http://dpfan.net/CoSOD3K/
Download: See
Saliency / Co-Saliency / http://dpfan.net/CoSOD3K/
Saliency / Co-Saliency
- http://zhaozhang.net/coca.html
Project:
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)
Saliency / Co-Saliency
- http://dpfan.net/CoSOD3K/
Download: See
Saliency / Co-Saliency / Paper:
Saliency / Co-Saliency
- http://dpfan.net/CoSOD3K/
Project:
- http://dpfan.net/CoSOD3K/
Download: See
Saliency / Co-Saliency / Download:
Saliency / Co-Saliency
Saliency / Co-Saliency / Download:
- https://pan.baidu.com/s/1cAMin0
BaiduYun:
Saliency / Co-Saliency
Saliency / Video Saliency
Saliency / Other
Saliency / Other / Project:
- http://cvteam.net/
cvteam:
Saliency / Other
Saliency / Other / Paper: Salient object subitizing
Saliency / Other
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):
Saliency / Other / Paper: Salient object subitizing
Saliency / Other
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):
Saliency / Other / Project:
Saliency / Other / Download:
- https://pan.baidu.com/s/1O6ueVp2VZKRONxy0iboMzg
Baidu Pan: (159u)
Saliency / Other
Saliency / Other / Project:
Saliency / Other
Saliency / Other / Project:
COD (Camouflaged/Concealed Object Detection) / RGB Image COD
COD (Camouflaged/Concealed Object Detection) / RGB Image COD / Download:
- https://pan.baidu.com/s/1bG4F2KJ_4UJG_7XG6ZNBHA
Baidu Pan: (d581)
COD (Camouflaged/Concealed Object Detection) / RGB Image COD
COD (Camouflaged/Concealed Object Detection) / RGB Image COD / Download:
COD (Camouflaged/Concealed Object Detection) / RGB Image COD
COD (Camouflaged/Concealed Object Detection) / RGB Image COD / Project:
COD (Camouflaged/Concealed Object Detection) / RGB Image COD / Download:
COD (Camouflaged/Concealed Object Detection) / RGB Image COD
COD (Camouflaged/Concealed Object Detection) / RGB Video COD
COD (Camouflaged/Concealed Object Detection) / RGB Video COD / Project:
COD (Camouflaged/Concealed Object Detection) / RGB Video COD
COD (Camouflaged/Concealed Object Detection) / RGB Video COD / https://drive.google.com/file/d/1FB24BGVrPOeUpmYbKZJYL5ermqUvBo_6/view?usp=sharing
- https://xueliancheng.github.io/SLT-Net-project/
More details can be found at
COD (Camouflaged/Concealed Object Detection) / RGB Video COD
COD (Camouflaged/Concealed Object Detection) / RGB Video COD / Download:
COD (Camouflaged/Concealed Object Detection) / RGB-D Image COD
RISNet
Project:
CODD-Dateset
Download:
COD (Camouflaged/Concealed Object Detection) / Open-Vocabulary Camouflaged Object Segmentation
Github Releases
Download:
Segmentation / VOS (Video Object Segmentation)
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
Segmentation / VOS (Video Object Segmentation)
- https://www.vision.rwth-aachen.de/media/resource_files/taovos_v1_annotations_only.zip
Download, Mask Annotations (train + val):
Segmentation / Image Segmentation
- https://supervise.ly/
Project:
Segmentation / Image Segmentation / Paper:
Segmentation / Image Segmentation / Project:
Segmentation / Image Segmentation / Download:
Segmentation / Image Segmentation / Paper:
Segmentation / Image Segmentation
Segmentation / Image Segmentation / Download:
- http://pan.baidu.com/s/1nvqmZBN
Baidu Pan:
Segmentation / Image Segmentation
Segmentation / Image Segmentation / Project:
Segmentation / Image Segmentation
- http://objectextraction.github.io/
Download: See
- http://www.cbsr.ia.ac.cn/users/ynyu/dataset/
Download: See
AD (Anomaly Detection) / MVTec AD / Paper:
AD (Anomaly Detection) / MVTec AD
AD (Anomaly Detection) / MPDD
https://github.com/stepanje/mpdd
Project:
Matting / alphamatting.com
- http://alphamatting.com/datasets.php
Download: See
Matting / Composition-1k: Deep Image Matting
- Deep Image Matting
Paper:
- [email protected]
Download: Please contact Brian Price ( ) for the dataset
Matting / Semantic Human Matting
- Semantic Human Matting
Paper:
Matting / Matting-Human-Datasets
Matting / Matting-Human-Datasets / Download:
- https://pan.baidu.com/s/1R9PJJRT-KjSxh-2-3wCGxQ
Baidu Pan: (dzsn)
Matting / PFCN
Matting / PFCN / Download:
- http://pan.baidu.com/s/1bQ4yHC
Baidu Pan:
Matting / Deep Automatic Portrait Matting
Other / Large-scale Fashion (DeepFashion) Database
Other / Large-scale Fashion (DeepFashion) Database / Project:
https://github.com/open-mmlab/mmfashion
mmfashion:
Other / Large-scale Fashion (DeepFashion) Database
Other / Tencent ML-Images
Reference / Survey
Reference / Project
More / Similiar Projects
More / Research Institutes
- 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:
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:
More / Resource Websites / http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
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:
More / Resource Websites / Google Dataset Seaerch:
- 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:
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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