LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis

6 code implementations • 29 Mar 2021 • Zejiang Shen, Ruochen Zhang, Melissa Dell, Benjamin Charles Germain Lee, Jacob Carlson, Weining Li

Recent advances in document image analysis (DIA) have been primarily driven by the application of neural networks.

OLALA: Object-Level Active Learning for Efficient Document Layout Annotation

1 code implementation • 5 Oct 2020 • Zejiang Shen, Jian Zhao, Melissa Dell, YaoLiang Yu, Weining Li

Document images often have intricate layout structures, with numerous content regions (e. g. texts, figures, tables) densely arranged on each page.

Active Learning Object +1