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README.md

PIIA - Person Identification in the Internet Archive

This is the official GitHub page for the paper:

Eric Müller-Budack, Kader Pustu-Iren, Sebastian Diering and Ralph Ewerth: "Finding Person Relations in Image Data of News Collections in the Internet Archive." Forthcoming: 22nd International Conference on Theory and Practice of Digital Libraries (TPDL). Porto, 2018.

Person Dictionary

The list of entities in the person dictionary which are identified in the news articles of the Internet Archive is given in:

  • Actors: top_100_tv_actors.csv
  • Politicians: top_100_politicians.csv

Demo

A demo of the retrieved results can be found on: https://tib-visual-analytics.github.io/PIIA/

The demo was successfully tested with recent versions of:

  • Microsoft Edge
  • Mozilla Firefox
  • Google Chrome (Chromium)

Please note, that Microsoft Internet Explorer is currently not supported.

Model

The ResNet-101 model was trained using TensorFlow on the MS-Celeb-1M dataset and can be found here:

https://github.com/TIB-Visual-Analytics/PIIA/releases/download/untagged-16fde96f569b77f5dfb7/model.tar.gz

We are currently working on a deploy source code.

LICENSE

This work is published under the GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007. For details please check the LICENSE file in the repository.