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Unconstrained College Students (UCCS) is a dataset of images ...
The UCCS dataset includes ...

Unconstrained College Students ...

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Information Supply Chain

To understand how UCCS has been used around the world... affected global research on computer vision, surveillance, defense, and consumer technology, the and where this dataset has been used the locations of each organization that used or referenced the datast

Academic
Industry
Government
Data is compiled from Semantic Scholar and not yet manually verified.

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Supplementary Information

Citations

Citations were collected from Semantic Scholar, a website which aggregates and indexes research papers. Metadata was extracted from these papers, including extracting names of institutions automatically from PDFs, and then the addresses were geocoded. Data is not yet manually verified, and reflects anytime the paper was cited. Some papers may only mention the dataset in passing, while others use it as part of their research methodology.

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Research Notes

The original Sapkota and Boult dataset, from which UCCS is derived, received funding from1:

The more recent UCCS version of the dataset received funding from 2:


  1. Sapkota, Archana and Boult, Terrance. "Large Scale Unconstrained Open Set Face Database." 2013.

  2. Günther, M. et. al. "Unconstrained Face Detection and Open-Set Face Recognition Challenge," 2018. Arxiv 1708.02337v3.