Riksarkivet/rtmdet_regions

Model Description

RTMDet is both an instance segmentation and object detection model from OpenMMLab and was trained using MMDetection. This RTMDet model is fine-tuned to segment text regions within the documents, which enables a pre-localization text-line regions, which is a crucial step for current text-recognition models work at the text-line level.

Usage

#WIP

Evaluation

(WIP)

Training Data

(WIP)

References

If you would like to learn more about the Swedish National Archives HTR pipeline or access the training data, please refer to the following resources:

• The AI-lab at the Swedish National Archives
• MMDetection
• RTMDET Paper