The task aims at extracting required fields in receipts captured by mobile devices 😄

Key information extraction from invoice document with Graph Convolution Network

Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

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

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"

OpenMMLab Text Detection, Recognition and Understanding Toolbox

利用llm大语言模型提取卡证票据关键信息。Key Information Extraction from Image with LLM(large language model).Basically, it can extract key information from all bills and documents.

Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)

[MM'2024] Official release of RFUND introduced in the MM'2024 paper "PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction"

AI & ML research project for automatic product extraction, classification, and analysis of receipt data

[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.

A toolbox of ocr models and algorithms based on MindSpore