Detectron2 v2 model

This repository hosts version 2 of our trained Detectron2 model (sucessor to previous trained model), that can detect segments from digitized books.

The following classes are supported:

  • Illustration
  • Stamp
  • Initial
  • Other

The model is based on faster_rcnn_R_50_FPN_3x and is fine-tuned on 8.027 manually annotated images, resulting in 5.363 annotated segments.

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