Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

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

A Repo For Document AI

Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding (ACL 2022)

Document AI Toolbox is an SDK for Python that provides utility functions for managing, manipulating, and extracting information from the document response. It creates a "wrapped" document object from JSON files in Cloud Storage, local JSON files, or output directly from the Document AI API.

Table detection (TD) and table structure recognition (TSR) using Yolov5/Yolov8, cand you can get the same (even better) result compared with Table Transformer (TATR) with smaller models.

This repository includes all computer vision, audio, document AI, and multimodal projects.

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images (AAAI2023)

Official Implementation of Web-based Visual Corpus Builder (Webvicob), ICDAR 2023

An unofficial PyTorch implementation of "Lin et al. ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents. ICDAR, 2021"

[MM'2024] Official implementation of "PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction."

Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.

ReadingBank: A Benchmark Dataset for Reading Order Detection

SamKenX applications and Document AI, the end-to-end document processing platform on Cloudstorage warehouse.

[Paper] Code for the EMNLP2023 (Findings) paper "Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document"

OCR Runner - Command Line Application for processing image files using Google Cloud Vision API and Google Cloud Document AI.

AI & Data, Google Cloud Skills Boost

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.