Please use this identifier to cite or link to this item: https://doi.org/10.5281/zenodo.831940
Title: People in Social Context (PISC) Dataset
Creators: Li, Junnan
Wong, Yongkang 
ZHAO QI 
KANKANHALLI,MOHAN S 
NUS Contact: Wong Yong Kang
External Contact: Li, Junnan
Subject: Social relationship study
People detection
Occupation recognition
DOI: 10.5281/zenodo.831940
Description: 

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

This dataset is part of the following research paper. Please ensure the research paper is cited appropriately if you use the PISC dataset in your work (papers, articles, reports, books, software, etc): For more details, please refer to Citation field.

  • J. Li, Y. Wong, Q.Zhao, M. Kankanhalli Dual-Glance Model for Deciphering Social Relationships ICCV, 2017.
Related Publications: https://arxiv.org/abs/1708.00634
Citation: When using this data, please cite the original publication and also the dataset.
  • J. Li, Y. Wong, Q.Zhao, M. Kankanhalli Dual-Glance Model for Deciphering Social Relationships ICCV, 2017.
  • Li, Junnan, Wong, Yongkang, ZHAO QI, KANKANHALLI,MOHAN S (2017-11-06). People in Social Context (PISC) Dataset. 5. ScholarBank@NUS Repository. [Dataset]. https://doi.org/10.5281/zenodo.831940
License: Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
Appears in Collections:Staff Dataset

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File Description SizeFormatAccess Settings 
occupation.jsoncontains annotation of the occupation878.04 kBUnknown

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relationship.jsoncontains annotation of the 6 types of fine relationships: {friends, family, couple, professional, commercial, no relation}785.39 kBUnknown

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relationship_split.zipcontain train/val/test split48.71 kBZIP

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annotation_image_info.jsoncontains bounding box annotation and information about image source, image size, image id3.9 MBUnknown

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domain.jsoncontains annotation of the 3 types of coarse relationships: {intimate, not intimate, no relation}989.38 kBUnknown

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domain_split.zipcontain train/val/test split55.94 kBZIP

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images-001 GBUnknown

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images-021 GBUnknown

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images-03631.2 MBUnknown

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images-011 GBUnknown

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This item is licensed under a Creative Commons License Creative Commons