Dataset Open Access

People in Social Context (PISC) Dataset

Junnan Li; Yongkang Wong; Qi Zhao; Mohan S. Kankanhalli

The People in Social Context (PISC) dataset is a new dataset that focuses on social relationships. It consists of 22,670 images of 9 types of social relationships. We provide annotation of the bounding boxes of all people, as well as the social relationship between all pairs of people in the images. In addition, we provide occupation annotation. For more details on the collection process and statistics of the dataset, please see our paper.

  • annotation_image_info.json contains bounding box annotation and information about image source, image size, image id.
  • domain.json contains annotation of the 3 types of coarse relationships: {intimate, not intimate, no relation}.
  • relationship.json contains annotation of the 6 types of fine relationships: {friends, family, couple, professional, commercial, no relation}.
  • occupation.json contains annotation of the occupation.
  • domain_split and relation_split contain train/val/test split.
  • after downloading all image parts (images-*), extract using: cat images-* | tar zx

The dataset can be applied, but not limited to the following research areas:

  • social relationship study
  • people detection
  • occupation recognition

Please cite the following paper if you use the PISC dataset in your work (papers, articles, reports, books, software, etc):

  • J. Li, Y. Wong, Q.Zhao, M. Kankanhalli
    Dual-Glance Model for Deciphering Social Relationships
    ICCV, 2017.
    http://doi.org/

Files (3.7 GB)
Name Size
annotation_image_info.json
md5:5841233ccb234d11d021000baf9c4099
4.0 MB Download
domain.json
md5:f1b560a980da6299624433da86b14cb8
1.0 MB Download
domain_split.zip
md5:00dccf9815d79ea541c5125e40d82bcf
57.3 kB Download
images-00
md5:ad843a182678fd7507130857a0f977bd
1.0 GB Download
images-01
md5:e8a6cadaa058c1521ca38d83402ddffd
1.0 GB Download
images-02
md5:b5be0fb2399504a6676e4e1d9f826557
1.0 GB Download
images-03
md5:cfcef8d12fcae40d7fdf87d6da767261
646.3 MB Download
occupation.json
md5:75b777810d5a21e3b7cb5aa1de759788
899.1 kB Download
relationship.json
md5:638169e7e7f91402682707bd19f6d014
804.2 kB Download
relationship_split.zip
md5:90cfc20448678e384d9e50fbb0aa4f8d
49.9 kB Download
1,624
4,564
views
downloads
All versions This version
Views 1,624959
Downloads 4,5643,561
Data volume 3.3 TB2.5 TB
Unique views 1,200794
Unique downloads 883786

Share

Cite as