A Unified Toolkit for Deep Learning Based Document Image Analysis

A Repo For Document AI

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

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,...

Integrate AI-powered Document Analysis Pipelines

A Bottom-Up Instance Segmentation Strategy for segmenting document instances using Transformers

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

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

Using a MaskRCNN model trained on the PublayNet dataset with ML.Net in C# / .Net for Document layout analysis and page segmmentation task.

document layout analysis results

GloSAT Historical Measurement Table Dataset