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# Historical Document Layout Detection Model (Co-DETR / DINO)
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A fine-tuned Co-DINO (Vision Transformer-based detector via MMDetection) model for detecting layout
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elements in historical Swedish medical journal pages.
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This model is a more advanced successor to earlier Mask R-CNN-based approaches, offering improved detection performance and robustness on complex layouts.
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This model was developed as part of the research project:
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**Communicating Medicine (SweMPer): Digitalisation of Swedish Medical Periodicals, 1781–2011**
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# Historical Document Layout Detection Model (Co-DETR / DINO)
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A fine-tuned Co-DINO (Vision Transformer-based detector via MMDetection) model for detecting layout elements in historical Swedish medical journal pages.
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This model is a more advanced successor to earlier Mask R-CNN-based approaches [cdhu-uu/SweMPer-layout-lite](https://huggingface.co/cdhu-uu/SweMPer-layout-lite), offering improved detection performance and robustness on complex layouts.
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This model was developed as part of the research project:
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**Communicating Medicine (SweMPer): Digitalisation of Swedish Medical Periodicals, 1781–2011**
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