[discuss] approaches for reading order detection
what are the different models and dataset using ML techniques to find the reading order of layout sections in pdfs? any open license model will be a plus
2024-09-04T10:56:00Z
To find the reading order of layout sections in PDFs using ML techniques, you can explore models and datasets like:LayoutLM: Uses transformer models to understand the layout and reading order in documents.DocFormer: Focuses on document understanding and layout analysis.OCR and Layout Analysis Datasets: Open datasets like PubLayNet and DocVQA can be used for training models.locksmith servicesThese models and datasets can help identify and process reading orders in PDFs.
2024-09-14T14:29:20Z
github.comGitHub - VikParuchuri/surya: OCR, layout analysis, reading order, line...OCR, layout analysis, reading order, line detection in 90+ languagesSurya is a document OCR toolkit that does:OCR in 90+ languages that benchmarks favorably vs cloud servicesLine-level text detection in any languageLayout analysis (table, image, header, etc detection)Reading order detectionThere seems to be a HFH Space running it:Surya OCR - a Hugging Face Space by artificialguybr
2024-09-19T11:53:12Z
juhoinkinen:HFH Space running iThanks for the response. This seems to have some restricted license. Anything with open use policy? Found one but still integration is not straight forward;HURIDOCS/pdf-reading-order · technical details about the features used? 2 models?