key-information-extraction topic

List key-information-extraction repositories

mmocr

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OpenMMLab Text Detection, Recognition and Understanding Toolbox

awesome-document-understanding

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

PICK-pytorch

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

ViBERTgrid-PyTorch

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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"

MC-OCR

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

mindocr

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A toolbox of OCR models, algorithms, and pipelines based on MindSpore

KIE_invoice_minimal

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Key information extraction from invoice document with Graph Convolution Network

doc2graph

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

Document-AI-Recommendations

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

RFUND

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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"