MegaPixels
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 has been manually verified to show usage of UCCS.

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Who used UCCS?

This bar chart presents a ranking of the top countries where citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries.

These pie charts show overall totals based on country and institution type.

Supplementary Information

Citations

Citations were collected from Semantic Scholar, a website which aggregates and indexes research papers. The citations were geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train and/or test machine learning algorithms.

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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.