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document-layout-analysis

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Here are 53 public repositories matching this topic...

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Layout-Parser / layout-parser

Star 5.8k

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
  • Updated Aug 15, 2024
  • Python

deepdoctection / deepdoctection

Star 3.3k

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
  • Updated Oct 21, 2026
  • Python

jingsongliujing / OnnxOCR

Star 1.9k

基于PaddleOCR重构,并且脱离PaddlePaddle深度学习训练框架的轻量级OCR,推理速度超快 —— A lightweight OCR system based on PaddleOCR, decoupled from the PaddlePaddle deep learning training framework, with ultra-fast inference speed.

ocr license-plate-recognition document-layout-analysis onnxruntime onnx-models onnxocr tablerecognition general-ocr structured-ocr
  • Updated Jun 11, 2026
  • Python

tstanislawek / awesome-document-understanding

Star 1.5k

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
  • Updated Jun 2, 2023

explosion / spacy-layout

Star 915

📚 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
  • Updated Mar 27, 2026
  • Python

BobLd / DocumentLayoutAnalysis

Sponsor
Star 638

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
  • Updated Oct 1, 2023
  • C#

qurator-spk / eynollah

Star 418

Document Layout Analysis

ocr segmentation binarization document-layout-analysis textline-detection
  • Updated Nov 11, 2026
  • Python

lquirosd / P2PaLA

Star 192

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
  • Updated Jan 17, 2022
  • Python

hpanwar08 / detectron2

Star 189

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
  • Updated Aug 2, 2024
  • Python

phamquiluan / PubLayNet

Star 181

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
  • Updated Aug 1, 2026
  • Python

marieai / marie-ai

Star 98

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
  • Updated Nov 10, 2026
  • Python

biswassanket / DocSegTr

Star 59

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

deep-neural-networks transformers segmentation image-segmentation instance-segmentation document-layout-analysis
  • Updated Sep 9, 2024
  • Python

JPLeoRX / detectron2-publaynet

Star 50

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
  • Updated Apr 16, 2023
  • Python

Wild-Rift / Document-Layout-Analysis

Star 35

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

deeplearning maskrcnn fasterrcnn document-layout-analysis
  • Updated Nov 25, 2020

BobLd / PdfPigMLNetBlockClassifier

Sponsor
Star 29

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
  • Updated Mar 16, 2020
  • C#

CaseDrive / publaynet-models

Star 28

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
  • Updated Apr 16, 2023
  • Python

BobLd / simple-docstrum

Sponsor
Star 24

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

pdf csharp dotnet document-layout-analysis docstrum pdfpig
  • Updated Dec 13, 2020
  • Jupyter Notebook

ihdia / BoundaryNet

Star 24

BoundaryNet - A Semi-Automatic Layout Annotation Tool

deep-learning annotation interactive pytorch document-layout-analysis graph-neural-networks icdar2021 document-intelligence
  • Updated Dec 11, 2021
  • Python

hpanwar08 / document-layout-analysis-app

Star 19

Simple docker deployment of document layout analysis using detectron2

python docker reactjs document-layout-analysis
  • Updated Nov 7, 2021
  • JavaScript

BobLd / PublayNet-maskrcnn-mlnet

Sponsor
Star 16

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
  • Updated May 13, 2023
  • C#

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