layout-analysis
There are 11 repositories under layout-analysis topic.
opendatalab / MinerU
A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。
Language:Python 28662Layout-Parser / layout-parser
A Unified Toolkit for Deep Learning Based Document Image Analysis
Language:Python 5134breezedeus / Pix2Text
An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.
Language:Jupyter Notebook 2276- Language:C# 1925
mittagessen / kraken
OCR engine for all the languages
Language:Python 795BobLd / DocumentLayoutAnalysis
Document Layout Analysis resources repos for development with PdfPig.
Language:C# 605- yomitoku
kotaro-kinoshita / yomitoku
Yomitoku is an AI-powered document image analysis package designed specifically for the Japanese language.
Language:Python 556 mindspore-lab / mindocr
A toolbox of ocr models and algorithms based on MindSpore
Language:Python 255RapidAI / RapidDoc
📝 针对文档类图像做内容提取，将文档类图像一比一输出到Word或者Txt中，便于进一步使用或处理。后续计划支持输入PDF/图像，输出对应json格式、Txt格式、Word格式和Markdown格式。
Language:Python 185Analysis of Chinese and English layouts 中英文版面分析
Language:Python 181andreagemelli / doc2graph
Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.
Language:Jupyter Notebook 120ppaanngggg / yolo-doclaynet
YOLO models trained by DocLayNet - power your Document Intelligent by Layout Analysis
Language:Python 94NormXU / Layout2Graph
An official implementation of paper "Paragraph2Graph: A Language-independent GNN-based framework for layout analysis"
Language:Python 77JPLeoRX / detectron2-publaynet
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
Language:Python 48MaitySubhajit / SelfDocSeg
[ICDAR 2023] SelfDocSeg: A self-supervised vision-based approach towards Document Segmentation (Oral)
Language:Python 39CycloneBoy / pdf_table
A Unified Toolkit for Deep Learning-Based Table Extraction
Language:Python 32dell-research-harvard / HJDataset
A Large Dataset of Historical Japanese Documents with Complex Layouts
Language:Jupyter Notebook 32Proof 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.
Language:C# 27CaseDrive / publaynet-models
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
Language:Python 27jiangnanboy / layout_analysis4j
利用java-yolov8实现版面检测（Chinese layout detection），java-yolov8 is used to detect the layout of Chinese document images
Language:Java 25MBAigner / PDFSegmenter
This library builds a graph-representation of the content of PDFs. The graph is then clustered, resulting page segments are classified and returned. Tables are retrieved formatted as a CSV.
Language:Python 22empressabyss / nordrassil
Nordrassil is a keyboard layout that provides an elegant and balanced typing experience by its use of a thumb-alpha, emphasis on middle fingers, deprioritisation of pinkies, and repeat key (or arcane keys).
VRI-UFPR / ocrd-gbn
OCR-D compliant toolset for optical layout recognition on historical german-language documents published in Brazil
Language:Python 10- Language:Python 9
yoshihikoueno / pdfminer-layout-scanner
A more complete example of programming with PDFMiner, which continues where the default documentation stops
Language:Python 8aidayang / MinerU-OneClick
MinerU免安装部署一键启动整合包
calfa-co / rasam-dataset
Open Dataset for the Recognition and Analysis of Scripts in Arabic Maghrebi (ICDAR 2021, CHR 2024)
A powerful CLI tool for visualization and encoding of PAGE-XML files
Language:Python 6os-climate / crrf-det
A web application for PDF content and table extraction, featuring image-based visual layout analysis, indexed document search, batch processing and extraction result annotation.
Language:C++ 5heshiming / paddlefish
A Python + C implementation for image-based PDF page layout analysis and content extraction.
Language:C++ 2rithulkamesh / docproc
Opinionated and Sophisticated Document Region Analyzer.
Language:Python 2HTR ground truth of the Chi-Know-Po project (Collex Persée)
Main repository of the CGPG project for OCR and Text Analysis of the Patrologia Graeca
Language:GLSL 1CharleyXu / layout4j
Perform layout analysis on PDFs and images to obtain layout regions, then sort these regions to extract text content in human reading order.
Language:Java 1ixalodecte / filestruct
A python package to structure files using visual and style informations
Language:Python 1marinagiardinetti / layout-parser-newspapers
Layout Parser notebook Implementation & Re-trained model for Image detection and extraction
Language:Jupyter Notebook 1
