key-information-extraction

There are 10 repositories under key-information-extraction topic.

open-mmlab / mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
abcnet abinet crnn dbnet deep-learning fcenet key-information-extraction maskrcnn ocr pan panet psenet pytorch sar sdmg-r segmentation-based-text-recognition spts svtr text-detection text-recognition
Language:Python 4639
tstanislawek / awesome-document-understanding
A curated list of resources for Document Understanding (DU) topic
awesome-list machine-learning information-extraction key-information-extraction document-understanding robotic-process-automation document-analysis document-layout-analysis ocr natural-language-processing deep-learning nlp awesome pdf rpa pdf-documents document-intelligence unstructured-data intelligent-processing document-ai
1457
wenwenyu / PICK-pytorch
Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
key-information-extraction document-analysis graph-neural-networks graph-convolutional-network graph-learning document-understanding
Language:Python 568
mindspore-lab / mindocr
A toolbox of ocr models and algorithms based on MindSpore
ocr deep-learning mindspore text-detection text-recognition crnn dbnet key-information-extraction layout-analysis layoutxlm table-recognition ocr-large-model tablemaster vary-toy
Language:Python 282
SCUT-DLVCLab / Document-AI-Recommendations
Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.
document-ai document-understanding key-information-extraction visual-information-extraction table-structure-recognition
200
andreagemelli / doc2graph
Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.
deep-learning document-understanding geometric-deep-learning gnn key-information-extraction layout-analysis nlp table-detection pytorch
Language:Jupyter Notebook 130
huyhoang17 / KIE_invoice_minimal
Key information extraction from invoice document with Graph Convolution Network
kie information-extraction invoice receipt graph-network key-information-extraction mc-ocr
Language:Python 55
ZeningLin / ViBERTgrid-PyTorch
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"
key-information-extraction document-ai information-extraction document-analysis visual-information-extraction
Language:Python 53
ZeningLin / PEneo
[MM'2024] PEneo, an effective algorithm for key-value pair extraction from form-like documents, designed for real-world applications.
document-ai document-understanding key-information-extraction ocr visual-information-extraction
Language:Python 37
manhph2211 / MC-OCR
The task aims at extracting required fields in receipts captured by mobile devices :smile:
graphsage invoice-parser key-information-extraction mc-ocr phobert-extraction receipt-reader text-detection text-recognition vietnamese-ocr
Language:Jupyter Notebook 32
SCUT-DLVCLab / RFUND
[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"
document-understanding visual-information-extraction document-ai key-information-extraction ocr
20
jiangnanboy / Image_KIE_LLM
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.
image key-information-extraction kie large-language-model llm ocr
Language:Python 10
graceytlin / ai-receipt-data-extraction
AI & ML research project for automatic product extraction, classification, and analysis of receipt data
artificial-intelligence key-information-extraction machine-learning natural-language-processing nlp ocr-recognition python
Language:Jupyter Notebook 1