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☆ Yσɠƚԋσʂ ☆ ( yogthos@lemmy.ml )  to Technology@lemmy.mlEnglish · 3 months ago

Baidu open-sourced a peanut-sized OCR that parses entire 100-page PDFs in one shot

huggingface.co

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Baidu open-sourced a peanut-sized OCR that parses entire 100-page PDFs in one shot

huggingface.co

☆ Yσɠƚԋσʂ ☆ ( yogthos@lemmy.ml )  to Technology@lemmy.mlEnglish · 3 months ago
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  • cross-posted to:
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baidu/Unlimited-OCR · Hugging Face
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  • Marija ( Marija@discuss.tchncs.de ) 
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    3 months ago

    Tiny specialized models are really interesting.

    • ☆ Yσɠƚԋσʂ ☆ ( yogthos@lemmy.ml ) OP
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      3 months ago

      Aside from agentic coding, this seems to be the most interesting niche to me. There are now lots of models for doing stuff like tts, stt, ocr, and it’s really handy for sifting through documents, extracting transcripts, etc. And it’s all stuff you can run locally on moderate hardware.

  • SocialistVibes01 ( SocialistVibes01@lemmy.ml ) Banned
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    3 months ago

    o7 Farewell, Tesseract

  • Alavi ( somegeek@programming.dev ) 
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    3 months ago

    What languages does it support? Any source?

    • floquant ( floquant@lemmy.dbzer0.com ) 
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      3 months ago

      I don’t see language being passed in the example code, so it may be agnostic?

      • Alavi ( somegeek@programming.dev ) 
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        3 months ago

        Isn’t that almost impossible? It has to be trained on that language afaik

  • Zerush ( Zerush@lemmy.ml ) 
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    3 months ago

    I use the inbuild OCR in ShareX, which works pretty well, without AI. FOSS

    • ☆ Yσɠƚԋσʂ ☆ ( yogthos@lemmy.ml ) OP
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      3 months ago

      I find traditional OCR apps are just qualitatively worse. This tool understands complex tables, extracts mathematical formulas, predicts reading order, and outputs nicely formatted Markdown. So, it’s not just blindly scraping flat text from a document.

    • ferric_carcinization ( ferric_carcinization@lemmy.ml ) 
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      3 months ago

      Why do you think that it doesn’t use AI? It uses Wndows’ own OCR APIs, requiring Windows language packs for support for different scripts & languages. OCR has used AI for a long time now.

      • Zerush ( Zerush@lemmy.ml ) 
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        3 months ago

        Yes, like my chess computer in the 90th. I don’t have any lenguage modell in Windows, nor any other MS crap and services, the first I deleted from Windows. The lenguage pack and fonts are another thing, nothing to do with LLM or AI

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