84
UDOP
π
Generate text from document images
Awesome Document AI
A collection of open-source document AI π π π
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40
Pix2struct
πPlay with all the pix2struct variants in this d
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25
Compare Docvqa Models
π¦Compare different visual question answering
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289
DocQuery βΒ Document Query Engine
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Nougat Transformers
π«Nougat: powerful paper transcription powered by transformers
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81
Donut Docvqa
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impira/layoutlm-document-qa
Document Question Answering β’ 0.1B β’ Updated β’ 21.5k β’ 1.14k -
google/pix2struct-docvqa-base
Visual Question Answering β’ 0.3B β’ Updated β’ 3.25k β’ 39 -
google/pix2struct-docvqa-large
Visual Question Answering β’ Updated β’ 261 β’ 32 -
google/pix2struct-infographics-vqa-large
Visual Question Answering β’ Updated β’ 17 β’ 10 -
google/pix2struct-base
Image-to-Text β’ 0.3B β’ Updated β’ 4.67k β’ 76 -
google/pix2struct-textcaps-base
Image-to-Text β’ 0.3B β’ Updated β’ 8.25k β’ 29 -
impira/layoutlm-invoices
Document Question Answering β’ 0.1B β’ Updated β’ 3.3k β’ 215 -
microsoft/layoutlm-base-uncased
0.1B β’ Updated β’ 122k β’ 61 -
microsoft/layoutlmv3-large
Updated β’ 38.3k β’ 120 -
microsoft/layoutlmv2-base-uncased
Updated β’ 489k β’ 67 -
naver-clova-ix/donut-base-finetuned-docvqa
Document Question Answering β’ Updated β’ 73.1k β’ 250 -
naver-clova-ix/donut-base
Image-to-Text β’ Updated β’ 479k β’ 231 -
facebook/nougat-base
Image-to-Text β’ 0.3B β’ Updated β’ 17.5k β’ 173 -
Nougat: Neural Optical Understanding for Academic Documents
Paper β’ 2308.13418 β’ Published β’ 40 -
microsoft/udop-large
Image-Text-to-Text β’ 0.7B β’ Updated β’ 6.24k β’ 120 -
facebook/nougat-small
Image-to-Text β’ 0.2B β’ Updated β’ 5.17k β’ 30 -
microsoft/layoutlmv3-base
0.1B β’ Updated β’ 774k β’ 447 -
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Paper β’ 1912.13318 β’ Published β’ 4 -
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Paper β’ 2204.08387 β’ Published β’ 4 -
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Paper β’ 2012.14740 β’ Published β’ 1 -
microsoft/layoutlmv3-base-chinese
Updated β’ 1.53k β’ 80