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PaddlePaddle/PP-DocLayout-L

Image To Text·PaddlePaddle· 2.6K· 6
PaddleOCR apache-2.0 Image To Text license:apache-2.0region:us

A high-precision layout area localization model trained on a self-built dataset containing Chinese and English papers, magazines, contracts, books, exams, and research reports using RT-DETR-L. The layout detection model includes 23 common categories: document title, paragraph title, text, page number, abstract, table of contents, references, footnotes, header, footer, algorithm, formula, formula n

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# pull & run locally
pip install mlforge-sdk && mlforge pull PaddlePaddle/PP-DocLayout-L

Model details

Task
Image To Text
Provider
PaddlePaddle
Framework
PaddleOCR
Size
123 MB
License
apache-2.0
Downloads
2.6K
Likes
6
Updated
2025-07-22

About PaddlePaddle/PP-DocLayout-L

A high-precision layout area localization model trained on a self-built dataset containing Chinese and English papers, magazines, contracts, books, exams, and research reports using RT-DETR-L. The layout detection model includes 23 common categories: document title, paragraph title, text, page number, abstract, table of contents, references, footnotes, header, footer, algorithm, formula, formula number, image, figure caption, table, table caption, seal, figure title, figure, header image, footer image, and aside text. The key metrics are as follow:

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