awesome-document-understanding

by tstanislawek

awesome listpushed over 3 years ago

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

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DU tech

A curated collection of resources and papers on Document Understanding technology

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96 links in 9 sections, with live GitHub stats.activeno commit in 2y

Awesome Document Understanding

Title of a publication / dataset / resource title
, [ ]

Introduction / Papers

Research topics

Resources

The RVL-CDIP Dataset
dataset consists of 400,000 grayscale images in 16 classes, with 25,000 images per class
The Industry Documents Library
a portal to millions of documents created by industries that influence public health, hosted by the UCSF Library
Color Document Dataset
from the Intelligent Sensory Information Systems, University of Amsterdam
The IIT CDIP Collection
dataset consists of documents from the states' lawsuit against the tobacco industry in the 1990s, consists of around 7 million documents
borb
is a pure python library to read, write and manipulate PDF documents. It represents a PDF document as a JSON-like datastructure of nested lists, dictionaries and primitives (numbers, string, booleans, etc)
3.4Kalmost 2 years
pawls
PDF Annotations with Labels and Structure is software that makes it easy to collect a series of annotations associated with a PDF document
397over 2 years
pdfplumber
Plumb a PDF for detailed information about each text character, rectangle, and line. Plus: Table extraction and visual debugging
6.9Kalmost 2 years
Pdfminer.six
Pdfminer.six is a community maintained fork of the original PDFMiner. It is a tool for extracting information from PDF documents. It focuses on getting and analyzing text data
6K2 years
Layout Parser
Layout Parser is a deep learning based tool for document image layout analysis tasks
5K2 years
Tabulo
Table extraction from images
198almost 4 years
OCRmyPDF
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched or copy-pasted
14.4Kalmost 2 years
PDFBox
The Apache PDFBox library is an open source Java tool for working with PDF documents. This project allows creation of new PDF documents, manipulation of existing documents and the ability to extract content from documents
2.7Kalmost 2 years
PdfPig
This project allows users to read and extract text and other content from PDF files. In addition the library can be used to create simple PDF documents containing text and geometrical shapes. This project aims to port PDFBox to C#
1.8Kalmost 2 years
parsing-prickly-pdfs
Resources and worksheet for the NICAR 2016 workshop of the same name
pdf-text-extraction-benchmark
PDF tools benchmark
65almost 6 years
Born digital pdf scanner
checking if pdf is born-digital
86 years
OpenContracts
Apache2-licensed, PDF annotating platform for visually-rich documents that preserves the original layout and exports x,y positional data for tokens as well as span starts and stops. Based on PAWLs, but with a Python-based backend and readily deployable on your local machine, company intranet or the web via Docker Compose
728almost 2 years
deepdoctection
doctection is a Python library that orchestrates document extraction and document layout analysis tasks for images and pdf documents using deep learning models. It does not implement models but enables you to build pipelines using highly acknowledged libraries for object detection, OCR and selected NLP tasks and provides an integrated framework for fine-tuning, evaluating and running models
2.6Kalmost 2 years
pydoxtools
Pydoxtools is an AI-composition library for dpocument analysis. It features an extensive toolset for building complex document analysis pipelines and recognizes most document formats out of the box. It supports typical NLP tasks such as keywords, summarization, question_answering out of the box. and features a high quality low-CPU/memory table extraction algorithm and makes NLP batch operations on a cluster easy
782 years