DeepDoctection: Document extraction and analysis using deep learning models
1–10 of 63 posts
Re: DeepDoctection: Document extraction and analysis using deep learning models
#2How serendipitous. I was looking for something like that recently. Admittedly my use case was much simpler, detecting tables of contents on scanned pdfs that usually don’t have them as links to navigate within the document. Will see if this could help. Is anyone using something else for my use case?
Re: DeepDoctection: Document extraction and analysis using deep learning models
#3Interesting I was just thinking a LLM would do a great job correcting OCR mistakes.
Re: DeepDoctection: Document extraction and analysis using deep learning models
#4Isn't it depressing, that we live in 2023 and the predominant document format is pdf, which was invented in 1993 and is optimized for printing? I would love to have a new format, which is easily parseable (like JSON) AND printable (like PDF).
Re: DeepDoctection: Document extraction and analysis using deep learning models
#5I was just looking for OCR. How does this compare with easyOCR?
Re: DeepDoctection: Document extraction and analysis using deep learning models
#6What’s state of the art for using ML to understand html docs automatically when scraping them? I’ve tinkered with this: https://huggingface.co/docs/transformers/model_doc/markuplm and it seems useful, but ai and ml is changing so fast right now, anyone know what else is going on?
An example use case: given a url, figure out content type (article vs product page for example), if product page, automatically extract all product details and specs without manually mapping xpath or css lookup paths
Re: DeepDoctection: Document extraction and analysis using deep learning models
#7Isn't it depressing, that we live in 2023 and the predominant document format is pdf, which was invented in 1993 and is optimized for printing? I would love to have a new format, which is easily parseable (like JSON) AND printable (like PDF).
Create one for us :D
Re: DeepDoctection: Document extraction and analysis using deep learning models
#8Isn't it depressing, that we live in 2023 and the predominant document format is pdf, which was invented in 1993 and is optimized for printing? I would love to have a new format, which is easily parseable (like JSON) AND printable (like PDF).
at least PDF occasionally contains actual text. My organisation systematically scans everything to TIFF images for archival. So now we are embarking on a major project to OCR the TIFFs to get back the text (!).
Re: DeepDoctection: Document extraction and analysis using deep learning models
#9How serendipitous. I was looking for something like that recently. Admittedly my use case was much simpler, detecting tables of contents on scanned pdfs that usually don’t have them as links to navigate within the document. Will see if this could help. Is anyone using something else for my use case?
Not sure what your budget is but I’ve used AWS for handling PDFs and it’s been pretty good at detecting content via boundary boxes.
Re: DeepDoctection: Document extraction and analysis using deep learning models
#10How serendipitous. I was looking for something like that recently. Admittedly my use case was much simpler, detecting tables of contents on scanned pdfs that usually don’t have them as links to navigate within the document. Will see if this could help. Is anyone using something else for my use case?
Not sure what your budget is but I’ve used AWS for handling PDFs and it’s been pretty good at detecting content via boundary boxes.
AWS as in Amazon Web Services? And if so, can you be more specific?