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  # Dataset Card for Pages of Early Soviet Performance (PESP)
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- This dataset was created as part of the [Early Soviet Performance](https://cdh.princeton.edu/projects/pages-early-soviet-performance/) project at Princeton and is an effort to generate useful research data from a previously scanned [collection of illustrated periodicals](https://dpul.princeton.edu/slavic/catalog?f%5Breadonly_collections_ssim%5D%5B%5D=Russian+Illustrated+Periodicals) held by Princeton's Firestone Library. Our work focused on document segmentation and the prediction of images, text, titles, 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. This category identifies sections that present problems for OCR and also highlights the experimental use of text, images, and other elements in the documents.
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- For each of the ten journals of interest in Princeton's digital collections (DPUL), we identified the IIIF manifest URI. Using those manifests, we downloaded each of the 24,000 document images.
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  ## Journal manifests
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  - [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)
 
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  # Dataset Card for Pages of Early Soviet Performance (PESP)
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+ This dataset was created as part of the [Pages of Early Soviet Performance](https://cdh.princeton.edu/projects/pages-early-soviet-performance/) project at Princeton and provides text and image research data from a previously scanned [collection of illustrated periodicals](https://dpul.princeton.edu/slavic/catalog?f%5Breadonly_collections_ssim%5D%5B%5D=Russian+Illustrated+Periodicals) held by Princeton University's Slavic Collections. Our work focused on document segmentation and the prediction of image, text, title, and mixedtext regions in the document images. The mixedtext category refers to segments where the typeface and text layout are mixed with other visual elements. This category identifies sections that present problems for OCR and also highlights the experimental use of text, images, and other elements in the documents.
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+ For each of the ten journals of interest in Princeton's digital collections (DPUL), we started with the IIIF manifest URI. With these manifests, we downloaded each of the 24,000 document images. The URI for each of the images is included in the dataset.
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  ## Journal manifests
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  - [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)