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pesp / README.md

Andy Janco

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metadata

annotations_creators:
  - expert-generated
language_creators:
  - expert-generated
  - machine-generated
languages:
  - ru
licenses:
  - afl-3.0
multilinguality:
  - monolingual
pretty_name: >-
  The Pages of Early Soviet Performance (PESP) uses machine learning to generate
  multiple datasets of early-Soviet illustrated periodicals related to the
  performing arts. By using computer vision techniques and training a YOLO (You
  Only Look Once) real-time object detection model, we are producing textual and
  image data that will facilitate new avenues of research about Soviet culture
  during the first decades after the October Revolution (1917-1932).


  Our starting point is Princeton University Library's Digital PUL (DPUL) where
  ten titles - totaling 526 issues and approximately 26,000 pages - of Soviet
  performance journals have been digitized and can be freely viewed online.
  Journals are a diverse and complex genre: taken together, this collection
  contains hundreds of thousands of articles, poems, editorial commentary,
  advertisements as well as images, illustrations and graphic art. Today,
  researchers can browse the journals and view and download high-quality page
  images on DPUL.
size_categories: []
source_datasets:
  - original
task_categories:
  - other
task_ids: []

Dataset Card for Pages of Early Soviet Performance (PESP)

This dataset was created as part of the Early Soviet Performance project at Princeton and is an effort to generate useful research data from a previously scanned collection of illustrated periodicals held by Princeton's Firestone Library. Our work focused on document segmentation and the prediction of images, text, and mixed text in the document images. The mixedtext category refers to segments where the typeface and text layout are mixed with other visual elements. At a practical level, this category identifies sections that present problems for OCR. It also highlights the experimental use of text, images, and other elements by the editors and has research value.

For each of the images in Princeton's digital collections (DPUL)

journals = { 'Эрмитаж':'https://figgy.princeton.edu/concern/scanned_resources/6b561fbb-ba28-4afb-91d2-d77b8728d7d9/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/6b561fbb-ba28-4afb-91d2-d77b8728d7d9/manifest', 'Вестник искусств':'https://figgy.princeton.edu/concern/scanned_resources/ad256b35-9ad0-4f75-bf83-3bad1a7c6018/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/ad256b35-9ad0-4f75-bf83-3bad1a7c6018/manifest', 'Советский театр':'https://figgy.princeton.edu/concern/scanned_resources/f33993bb-a041-40a1-b11f-f660da825583/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/f33993bb-a041-40a1-b11f-f660da825583/manifest', 'Рабис':'https://figgy.princeton.edu/concern/scanned_resources/01f4236f-0a2f-473c-946f-d9bbec12f8ea/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/01f4236f-0a2f-473c-946f-d9bbec12f8ea/manifest', "Даёшь":'https://figgy.princeton.edu/concern/scanned_resources/e036a5da-97a8-4041-ad62-a57af44359e2/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/e036a5da-97a8-4041-ad62-a57af44359e2/manifest', 'Персимфанс':'https://figgy.princeton.edu/concern/scanned_resources/af43d19a-3659-4dd0-a0fc-4c74ce521ad6/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/af43d19a-3659-4dd0-a0fc-4c74ce521ad6/manifest', 'Тридцать дней':'https://figgy.princeton.edu/concern/scanned_resources/d2d488af-2980-4554-a9ef-aacbaf463ec8/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/d2d488af-2980-4554-a9ef-aacbaf463ec8/manifest', 'За пролетарское искусство':'https://figgy.princeton.edu/concern/scanned_resources/38f89d57-8e64-4033-97d6-b925c407584a/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/38f89d57-8e64-4033-97d6-b925c407584a/manifest', 'Бригада художников':'https://figgy.princeton.edu/concern/scanned_resources/66d00a87-5ea9-439a-a909-95d697401a2b/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/66d00a87-5ea9-439a-a909-95d697401a2b/manifest', 'Зрелища':'https://figgy.princeton.edu/concern/scanned_resources/1af8b322-a0b1-46af-8541-5c3054af8098/manifest?manifest=https://figgy.princeton.edu/concern/scanned_resources/1af8b322-a0b1-46af-8541-5c3054af8098/manifest',

}

dpul = { #can be useful to add journal url 'Эрмитаж':'https://dpul.princeton.edu/slavic/catalog/q237hw90z', 'Вестник искусств':'https://dpul.princeton.edu/slavic/catalog/n870zv76g', 'Советский театр':'https://dpul.princeton.edu/slavic/catalog/b5644w51j', 'Рабис':'https://dpul.princeton.edu/slavic/catalog/rb68xg91r', "Даёшь":'https://dpul.princeton.edu/slavic/catalog/pn89db57g', 'Персимфанс':'https://dpul.princeton.edu/slavic/catalog/vh53x069j', 'Тридцать дней':'https://dpul.princeton.edu/slavic/catalog/6h441043b', 'За пролетарское искусство':'https://dpul.princeton.edu/slavic/catalog/02871279n', 'Бригада художников':'https://dpul.princeton.edu/slavic/catalog/ft848x56g', 'Зрелища':'https://dpul.princeton.edu/slavic/catalog/sj139591t',

}

'filename', 'dpul', 'journal', 'year', 'issue', 'uri', 'yolo', 'yolo_predictions', 'text', 'images_meta'