Exposing.ai
LFPW

Labeled Face Parts in the Wild

Labeled Face Parts in the Wild is a dataset of photos used for face landmarking. The dataset was published in 2011 and contains 1,433 total images. Exposing.ai located 22 original photos from Flickr used to build LFPW.

This page is still under development. Sorry for the delay.

Information Supply Chain

To help understand how LFPW has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Face Parts in the Wild was collected, verified, and geocoded to show how AI training data has proliferated around the world. Click on the markers to reveal research projects at that location.

Citation data is collected using SemanticScholar.org then dataset usage verified and geolocated. Citations are used to provide an estimated overview of how and where images were used based on institutional affiliations. Thicker lines represent more citations. Please zoom in to see all institutions, as cities may have multiple points very close together.

LFPW Copyright Distribution

Years
LFPW Creative Commons license distribution | Download Data (CSV) | Download Chart (SVG)

LFPW Creative Commons License Distribution

Years
LFPW Creative Commons license distribution | Download Data (CSV) | Download Chart (SVG)

LFPW Image Upload Year Distribution

Years
LFPW Creative Commons license distribution | Download Data (CSV) | Download Chart (SVG)

Top 10 LFPW Image #Tags

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Top 10 image #tags used in LFPW | Download Data (CSV) | Download Chart (SVG)

Top 10 Geocoded Cities LFPW

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Top 10 cities for geocoded photos in LFPW | Download Data (CSV) | Download Chart (SVG)

Citing This Work

If you reference or use any data from the Exposing.ai project, cite our original research as follows:

@online{Exposing.ai,
  author = {Harvey, Adam. LaPlace, Jules.},
  title = {Exposing.ai},
  year = 2021,
  url = {https://exposing.ai},
  urldate = {2021-01-01}
}

If you reference or use any data from LFPW cite the author's work:

@inproceedings{Belhumeur2011LocalizingPO,
    author = "Belhumeur, Peter N. and Jacobs, David W. and Kriegman, David J. and Kumar, Neeraj",
    title = "Localizing parts of faces using a consensus of exemplars",
    booktitle = "CVPR",
    year = "2011"
}

References

  • 1 Peter N. Belhumeur, et al. "Localizing parts of faces using a consensus of exemplars". (2011):