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Update README.md #161

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -16,7 +16,7 @@ Marker is a pipeline of deep learning models:

- Extract text, OCR if necessary (heuristics, [surya](https://github.com/VikParuchuri/surya), tesseract)
- Detect page layout and find reading order ([surya](https://github.com/VikParuchuri/surya))
- Clean and format each block (heuristics, [texify](https://github.com/VikParuchuri/texify)
- Clean and format each block (heuristics, [texify](https://github.com/VikParuchuri/texify))
- Combine blocks and postprocess complete text (heuristics, [pdf_postprocessor](https://huggingface.co/vikp/pdf_postprocessor_t5))

It only uses models where necessary, which improves speed and accuracy.
Expand Down Expand Up @@ -206,4 +206,4 @@ This work would not have been possible without amazing open source models and da
- DocLayNet from IBM
- ByT5 from Google

Thank you to the authors of these models and datasets for making them available to the community!
Thank you to the authors of these models and datasets for making them available to the community!
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