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document-layout-analysis

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Layout-Parser /layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

ocr computer-vision deep-learning object-detection document-image-processing layout-analysis document-layout-analysis detectron2 layout-parser layout-detection

UpdatedAug 15, 2024
Python

deepdoctection /deepdoctection

A Repo For Document AI

python nlp ocr tensorflow pytorch document-parser document-layout-analysis table-recognition table-detection document-understanding publaynet layoutlm document-ai document-image-analysis pubtabnet

UpdatedJul 17, 2025
Python

tstanislawek /awesome-document-understanding

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

nlp pdf machine-learning natural-language-processing awesome ocr deep-learning information-extraction awesome-list pdf-documents document-analysis rpa unstructured-data robotic-process-automation document-layout-analysis document-understanding key-information-extraction document-ai document-intelligence intelligent-processing

UpdatedJun 2, 2023

explosion /spacy-layout

📚 Process PDFs, Word documents and more with spaCy

nlp pdf natural-language-processing pdf-converter spacy docx document-layout document-layout-analysis rag generative-ai

UpdatedMar 8, 2025
Python

BobLd /DocumentLayoutAnalysis

Document Layout Analysis resources repos for development with PdfPig.

pdf csharp hocr tei hocr-documents alto-xml table-extraction page-xml alto layout-analysis document-layout-analysis xycut docstrum pdfpig xy-cut recursive-xy-cut page-segmentation

UpdatedOct 1, 2023
C#

qurator-spk /eynollah

Document Layout Analysis

ocr segmentation document-layout-analysis qurator textline-detection

UpdatedJun 12, 2025
Python

lquirosd /P2PaLA

Page to PAGE Layout Analysis Tool

deep-neural-networks computer-vision pytorch generative-adversarial-network gan image-segmentation pix2pix handwritten-text-recognition page-xml document-layout-analysis

UpdatedJan 17, 2022
Python

hpanwar08 /detectron2

Detectron2 for Document Layout Analysis

python computer-vision deep-learning pytorch neural-networks segmentation object-detection text-detection semantic-segmentation document-image-processing document-layout maskrcnn mask-rcnn dla document-layout-analysis detectron2 publaynet document-image-analysis

UpdatedAug 2, 2024
Python

phamquiluan /PubLayNet

ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

pytorch object-detection pretrained-models mask-rcnn document-layout-analysis table-detection figure-detection publaynet paragraph-detection

UpdatedMay 11, 2021
Python

marieai /marie-ai

Complex data extraction and orchestration framework designed for processing unstructured documents. It integrates AI-powered document pipelines (GenAI, LLM, VLLM) into your applications, supporting various tasks such as document cleanup, optical character recognition (OCR), classification, splitting, named entity recognition, and form processing

python docker ocr pytorch omr optical-character-recognition optical-mark-recognition icr document-parser document-layout-analysis table-recognition table-detection publaynet intelligent-character-recognition intelligent-word-recognition iwr pubtabnet

UpdatedJul 18, 2025
Python

biswassanket /DocSegTr

A Bottom-Up Instance Segmentation Strategy for segmenting document instances using Transformers

deep-neural-networks transformers segmentation image-segmentation instance-segmentation document-layout-analysis

UpdatedSep 9, 2024
Python

JPLeoRX /detectron2-publaynet

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

python machine-learning computer-vision deep-learning neural-network python3 pytorch artificial-intelligence neural-networks faster-rcnn document-classification object-detection document-analysis document-layout instance-segmentation layout-analysis document-layout-analysis detectron2 publaynet

UpdatedApr 16, 2023
Python

Wild-Rift /Document-Layout-Analysis

Tools for extract figure, table, text, .. from a pdf document.

deeplearning maskrcnn fasterrcnn document-layout-analysis

UpdatedNov 25, 2020

BobLd /PdfPigMLNetBlockClassifier

Proof of concept of training a simple Region Classifier using PdfPig and ML.NET (LightGBM). The objective is to classify each text block in a pdf document page as either title, text, list, table and image.

classifier pdf machine-learning csharp lightgbm pdf-document document-layout layout-analysis pdf-document-processor document-layout-analysis ml-net pdfpig publaynet

UpdatedMar 16, 2020
C#

CaseDrive /publaynet-models

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

python machine-learning computer-vision deep-learning neural-network python3 pytorch artificial-intelligence neural-networks faster-rcnn document-classification object-detection document-analysis document-layout instance-segmentation layout-analysis document-layout-analysis detectron2 publaynet

UpdatedApr 16, 2023
Python

BobLd /simple-docstrum

A step-by-step C# implementation of the Docstrum algorithm

pdf csharp dotnet document-layout-analysis docstrum pdfpig

UpdatedDec 13, 2020
Jupyter Notebook

ihdia /BoundaryNet

BoundaryNet - A Semi-Automatic Layout Annotation Tool

deep-learning annotation interactive pytorch document-layout-analysis graph-neural-networks icdar2021 document-intelligence

UpdatedDec 11, 2021
Python

hpanwar08 /document-layout-analysis-app

Simple docker deployment of document layout analysis using detectron2

python docker reactjs document-layout-analysis

UpdatedNov 7, 2021
JavaScript

BobLd /PublayNet-maskrcnn-mlnet

Using a MaskRCNN model trained on the PublayNet dataset with ML.Net in C# / .Net for Document layout analysis and page segmmentation task.

ocr csharp dotnet pretrained-models mask-rcnn onnx document-layout-analysis mlnet table-detection figure-detection page-segmentation publaynet mask-detection paragraph-detection

UpdatedMay 13, 2023
C#

stuartemiddleton /glosat_table_dataset

GloSAT Historical Measurement Table Dataset

machine-learning artificial-intelligence dataset document-layout-analysis table-detection table-structure-recognition

UpdatedFeb 14, 2025
Python

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