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@ -57,7 +57,7 @@ make install EXTRAS=OCR
Pretrained models can be downloaded from [zenodo](https://zenodo.org/records/17194824) or [huggingface](https://huggingface.co/SBB?search_models=eynollah). Pretrained models can be downloaded from [zenodo](https://zenodo.org/records/17194824) or [huggingface](https://huggingface.co/SBB?search_models=eynollah).
For documentation on methods and models, have a look at [`models.md`](https://github.com/qurator-spk/eynollah/tree/main/docs/models.md). For documentation on models, have a look at [`models.md`](https://github.com/qurator-spk/eynollah/tree/main/docs/models.md).
Model cards are also provided for our trained models. Model cards are also provided for our trained models.
## Training ## Training
@ -74,7 +74,7 @@ image enhancement, text recognition (OCR), and reading order detection.
### Layout Analysis ### Layout Analysis
The layout analysis module is responsible for detecting layout elements, identifying text lines, and determining reading The layout analysis module is responsible for detecting layout elements, identifying text lines, and determining reading
order using either heuristic methods or a reading order detection model. order using either heuristic methods or a [pretrained reading order detection model](https://github.com/qurator-spk/eynollah#machine-based-reading-order).
Reading order detection can be performed either as part of layout analysis based on image input, or, currently under Reading order detection can be performed either as part of layout analysis based on image input, or, currently under
development, based on pre-existing layout analysis results in PAGE-XML format as input. development, based on pre-existing layout analysis results in PAGE-XML format as input.
@ -174,6 +174,7 @@ If the input file group is PAGE-XML (from a previous OCR-D workflow step), Eynol
(because some other preprocessing step was in effect like `denoised`), then (because some other preprocessing step was in effect like `denoised`), then
the output PAGE-XML will be based on that as new top-level (`@imageFilename`) the output PAGE-XML will be based on that as new top-level (`@imageFilename`)
ocrd-eynollah-segment -I OCR-D-XYZ -O OCR-D-SEG -P models eynollah_layout_v0_5_0 ocrd-eynollah-segment -I OCR-D-XYZ -O OCR-D-SEG -P models eynollah_layout_v0_5_0
In general, it makes more sense to add other workflow steps **after** Eynollah. In general, it makes more sense to add other workflow steps **after** Eynollah.