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The Comics Datasets Framework

Framework for mixing Comics datasets, existing and new, with dense and curated annotations.

Structure

In the main repository, there will be released:

  • instruction to get the datasets (DCM772, comics100, PopManga, eBDtheque, Manga109)
  • main code for unifying existing annotations
  • converters to UCA
  • converters to/from CVAT, COCO, YOLO

As part of the following code, we will release:

  • detection annotations (for train split) for the above datasets (curated by authors)
  • code and weights for Faster R-CNN, YOLO finetuned models
  • code to evaluate the above models, and the existing Magi, DASS, and GroundingDINO
  • evaluation server for performance evaluation :)