8 results found Sort:

open-mmlab
mmocr open-mmlab
732
4.2k
apache-2.0
60
OpenMMLab Text Detection, Recognition and Understanding Toolbox
ocr pan sar crnn spts svtr dbnet panet abcnet abinet fcenet psenet sdmg-r pytorch maskrcnn deep-learning text-detection text-recognition key-information-extraction segmentation-based-text-recognition
Created 2021-04-07
1,138 commits to main branch, last one 2 months ago
tstanislawek
awesome-document-understanding tstanislawek
140
1.2k
unknown
34
A curated list of resources for Document Understanding (DU) topic
nlp ocr pdf rpa awesome document-ai awesome-list deep-learning pdf-documents machine-learning document-analysis unstructured-data document-intelligence document-understanding information-extraction intelligent-processing document-layout-analysis key-information-extraction robotic-process-automation natural-language-processing
Created 2021-04-06
76 commits to main branch, last one about a year ago
wenwenyu
PICK-pytorch wenwenyu
191
550
mit
23
Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
graph-learning document-analysis graph-neural-networks document-understanding key-information-extraction graph-convolutional-network
Created 2020-07-15
52 commits to master branch, last one 2 years ago
mindspore-lab
mindocr mindspore-lab
44
174
apache-2.0
14
A toolbox of OCR models, algorithms, and pipelines based on MindSpore
ocr crnn dbnet vary-toy layoutxlm mindspore tablemaster deep-learning text-detection layout-analysis ocr-large-model text-recognition table-recognition key-information-extraction
Created 2022-12-20
821 commits to main branch, last one 2 days ago
SCUT-DLVCLab
Document-AI-Recommendations SCUT-DLVCLab
1
128
unknown
6
Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.
document-ai document-understanding key-information-extraction table-structure-recognition visual-information-extraction
Created 2022-01-10
91 commits to main branch, last one 2 months ago
andreagemelli
doc2graph andreagemelli
18
107
mit
7
Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.
gnn nlp pytorch deep-learning layout-analysis table-detection document-understanding geometric-deep-learning key-information-extraction
Created 2022-04-28
53 commits to master branch, last one about a year ago
huyhoang17
KIE_invoice_minimal huyhoang17
8
50
mit
1
Key information extraction from invoice document with Graph Convolution Network
kie mc-ocr invoice receipt graph-network information-extraction key-information-extraction
Created 2021-10-23
12 commits to master branch, last one 2 years ago
ZeningLin
ViBERTgrid-PyTorch ZeningLin
5
49
unknown
5
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"
document-ai document-analysis information-extraction key-information-extraction visual-information-extraction
Created 2021-11-08
180 commits to main branch, last one 5 months ago