A curated list of resources for Document Understanding (DU) topic
☆1,535Jun 2, 2023Updated 3 years ago
Alternatives and similar repositories for awesome-document-understanding
Users that are interested in awesome-document-understanding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆367Oct 31, 2022Updated 3 years ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆290Feb 13, 2023Updated 3 years ago
- Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICP…☆569Jul 25, 2024Updated 2 years ago
- Document Layout Analysis resources repos for development with PdfPig.☆637Oct 1, 2023Updated 2 years ago
- DocBank: A Benchmark Dataset for Document Layout Analysis☆656Aug 12, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Algorithms, papers, datasets, performance comparisons for Document AI.☆210Mar 1, 2025Updated last year
- DocILE: Document Information Localization and Extraction Benchmark☆152Aug 7, 2026Updated last week
- A Unified Toolkit for Deep Learning Based Document Image Analysis☆5,771Aug 15, 2024Updated 2 years ago
- A Repo For Document AI☆3,217Updated this week
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆140Oct 18, 2025Updated 9 months ago
- Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022☆6,912Jul 11, 2024Updated 2 years ago
- A curated list of papers about key information extraction.☆107Jul 8, 2026Updated last month
- The code related to the baselines from NeurIPS 2021 paper "DUE: End-to-End Document Understanding Benchmark."☆36Mar 2, 2023Updated 3 years ago
- Publicly released code for the LAMBERT model☆106Jun 14, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Research papers and code on information extraction from image/pdf☆97Nov 25, 2022Updated 3 years ago
- A curated list of resources dedicated to table recognition☆405Dec 12, 2024Updated last year
- OCR toolbox from Davar-Lab☆762Jun 29, 2026Updated last month
- ☆1,058Jul 9, 2025Updated last year
- JSON Schema format for storing datasets details, documents processed contents, and documents annotations in the document understanding do…☆14Nov 5, 2024Updated last year
- ☆82Jun 12, 2023Updated 3 years ago
- Document Layout Analysis☆411Jul 28, 2026Updated 3 weeks ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆117Aug 26, 2024Updated last year
- ☆40Aug 18, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆132Mar 24, 2023Updated 3 years ago
- A collection of original, innovative ideas and algorithms towards Advanced Literate Machinery. This project is maintained by the OCR Team…☆1,834Mar 17, 2026Updated 5 months ago
- ☆23May 5, 2021Updated 5 years ago
- Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the o…☆2,940Jun 24, 2024Updated 2 years ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,189Jan 23, 2026Updated 6 months ago
- CORD: A Consolidated Receipt Dataset for Post-OCR Parsing☆489Jul 20, 2022Updated 4 years ago
- This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table …☆1,549Aug 27, 2021Updated 4 years ago
- 2nd solution of ICDAR 2021 Competition on Scientific Literature Parsing, Task B.☆470Jul 4, 2022Updated 4 years ago
- Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021☆579Jun 14, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- XFUND: A Multilingual Form Understanding Benchmark☆223Jul 15, 2022Updated 4 years ago
- Code for the ICDAR2021 paper "Visual FUDGE: Form Understanding via Dynamic Graph Editing"☆33Mar 4, 2022Updated 4 years ago
- Table structure recognition dataset of the paper: Complicated Table Structure Recognition☆384Jul 7, 2020Updated 6 years ago
- docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongo…☆6,295Updated this week
- Document Artifical Intelligence☆201Aug 3, 2026Updated 2 weeks ago
- ☆163Dec 27, 2022Updated 3 years ago
- ☆1,014Updated this week