A curated list of resources for Document Understanding (DU) topic

📚 Process PDFs, Word documents and more with spaCy

Document Layout Analysis resources repos for development with PdfPig.

Document Layout Analysis

Page to PAGE Layout Analysis Tool

Detectron2 for Document Layout Analysis

ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

Tools for extract figure, table, text, .. from a pdf document.

Proof of concept of training a simple Region Classifier using PdfPig and ML.NET (LightGBM). The objective is to classify each text block in a pdf document page as either title, text, list, table and image.

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

A step-by-step C# implementation of the Docstrum algorithm

BoundaryNet - A Semi-Automatic Layout Annotation Tool

Simple docker deployment of document layout analysis using detectron2

GloSAT Historical Measurement Table Dataset

document layout analysis results

Awesome historical newspaper analysis tools and literature

Proof of concept of a simple SVM Region Classifier using PdfPig and Accord.Net. The objective is to classify each text block in a pdf document page as either title, text, list, table and image.

Project for Deep Learning and its application

An end to end deep learning approach to extract information from shipping records

DocuParse is a high-performance tool for converting PDF documents into clean, structured Markdown files. Designed for speed and accuracy, it extracts and formats content while minimizing errors like hallucinations and repetitions.