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GitHub - microsoft/UDOP
WEBudop unifies vision, text, and layout through vision-text-layout Transformer and unified generative pretraining tasks including vision task, text task, layout task, and mixed task.
Github.comUDOP - Hugging Face
WEBWith a novel Vision-Text-Layout Transformer, udop unifies pretraining and multi-domain downstream tasks into a prompt-based sequence generation scheme. udop is pretrained on both large-scale unlabeled document corpora using innovative self-supervised objectives and diverse labeled data.
Huggingface.coUnifying Vision, Text, and Layout for Universal Document …
WEBFeb 27, 2024 · We propose Universal Document Processing (udop), a foundation Document AI model which unifies text, image, and layout modalities together with varied task formats, including document understanding and generation.
Microsoft.commicrosoft/udop-large - Hugging Face
WEBudop adopts an encoder-decoder Transformer architecture based on T5 for document AI tasks like document image classification, document parsing and document visual question answering. Intended uses & limitations
Huggingface.coUDOP/README.md at main · microsoft/UDOP · GitHub
WEBudop unifies vision, text, and layout through vision-text-layout Transformer and unified generative pretraining tasks including vision task, text task, layout task, and mixed task.
Github.comUnifying Vision, Text, and Layout for Universal Document …
WEBDec 5, 2022 · We propose Universal Document Processing (udop), a foundation Document AI model which unifies text, image, and layout modalities together with varied task formats, including document understanding and generation.
Arxiv.orgZinengTang/Udop - Hugging Face
WEBudop unifies vision, text, and layout through vision-text-layout Transformer and unified generative pretraining tasks including vision task, text task, layout task, and mixed task.
Huggingface.coYang Liu University of North Carolina at Chapel Hill Microsoft …
WEBWe propose Universal Document Processing (udop), a foundation Document AI model which unifies text, im-age, and layout modalities together with varied task for-mats, including document understanding and generation. udop leverages the spatial correlation between textual con-tent and document image to model image, text, and layout
Arxiv.orgPapers Explained 42: UDOP - Medium
WEBApr 18, 2023 · Universal Document Processing (udop) is a foundation Document AI model which unifies text, image, and layout modalities together with varied task formats, including document understanding and
Medium.comUnifying Vision, Text, and Layout for Universal Document …
WEBWe propose Universal Document Processing (udop), a foundation Document AI model which unifies text, im-age, and layout modalities together with varied task for-mats, including document understanding and generation.
Openaccess.thecvf.com