layout-parser

tags

Python

Machine Learning Python Apps #

URL github

A Unified Toolkit for Deep Learning Based Document Image Analysis

LayoutParser provides a rich repository of deep learning models for layout detection as well as a set of unified APIs for using them. For example,

• Perform DL layout detection in 4 lines of code
• LayoutParser comes with a set of layout data structures with carefully designed APIs *that are optimized for document image analysis tasks. For example,
  • Selecting layout/textual elements in the left column of a page
  • Performing OCR for each detected Layout Region
  • Flexible APIs for visualizing the detected layouts
  • Loading layout data stored in JSON, CSV, and even PDFs