UDOP-Large is Microsoft's unified document pretraining model that handles document understanding, generation, and parsing in a single framework. It processes document images and associated text to perform tasks such as layout analysis, information extraction, and visual question answering. Available on Hugging Face with Transformers integration, it is designed for researchers working on document AI and multimodal vision-language applications.
Udop Large sits in PulseGate's Foundation models & chat category. It focuses on understanding and generating content from complex document images containing both text and visual elements. It is built as an open-source project for machine learning researchers and developers. Udop Large is open source under the MIT license. The product ships for the web, the command line, and API.
Microsoft builds and maintains Udop Large, and the product first shipped in 2020. Development happens publicly on GitHub with 11.7k stars. Key capabilities include Document Understanding, Image-Text Processing, and Transformers Compatible.
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