layout-analysis

There are 46 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:Python43.9k1831.7k3.6k

  • Layout-Parser/layout-parser

    A Unified Toolkit for Deep Learning Based Document Image Analysis

    Language:Python5.5k74152512

  • breezedeus/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 Notebook2.6k2099236

  • UglyToad/PdfPig

    Read and extract text and other content from PDFs in C# (port of PDFBox)

    Language:C#2.2k48556283

  • mittagessen/kraken

    OCR engine for all the languages

    Language:Python88130561149
  • yomitoku

    kotaro-kinoshita/yomitoku

    Yomitoku is an AI-powered document image analysis package designed specifically for the Japanese language.

    Language:Python87551232

  • BobLd/DocumentLayoutAnalysis

    Document Layout Analysis resources repos for development with PdfPig.

    Language:C#62434168

  • mindspore-lab/mindocr

    A toolbox of ocr models and algorithms based on MindSpore

    Language:Python2821311961

  • RapidAI/RapidLayout

    Analysis of Chinese and English layouts 中英文版面分析

    Language:Python2446912

  • RapidAI/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:Python189828

  • ppaanngggg/yolo-doclaynet

    YOLO models trained by DocLayNet - power your Document Intelligent by Layout Analysis

    Language:Python1343519

  • andreagemelli/doc2graph

    Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

    Language:Jupyter Notebook13061920

  • NormXU/Layout2Graph

    An official implementation of paper "Paragraph2Graph: A Language-independent GNN-based framework for layout analysis"

    Language:Python7711311

  • JPLeoRX/detectron2-publaynet

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

    Language:Python50337

  • CycloneBoy/pdf_table

    A Unified Toolkit for Deep Learning-Based Table Extraction

    Language:Python49542

  • MaitySubhajit/SelfDocSeg

    [ICDAR 2023] SelfDocSeg: A self-supervised vision-based approach towards Document Segmentation (Oral)

    Language:Python40452

  • dell-research-harvard/HJDataset

    A Large Dataset of Historical Japanese Documents with Complex Layouts

    Language:Jupyter Notebook32224

  • 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.

    Language:C#28306

  • CaseDrive/publaynet-models

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

    Language:Python28202

  • jiangnanboy/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:Java25119

  • empressabyss/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).

    23400

  • MBAigner/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:Python23103

  • VRI-UFPR/ocrd-gbn

    OCR-D compliant toolset for optical layout recognition on historical german-language documents published in Brazil

    Language:Python11200

  • aidayang/MinerU-OneClick

    MinerU免安装部署一键启动整合包

    10110

  • pleb631/PdfDet

    PdfDet aims to simplify PDF layout detect tasks for users.

    Language:Python9101

  • yoshihikoueno/pdfminer-layout-scanner

    A more complete example of programming with PDFMiner, which continues where the default documentation stops

    Language:Python7104

  • calfa-co/rasam-dataset

    Open Dataset for the Recognition and Analysis of Scripts in Arabic Maghrebi (ICDAR 2021, CHR 2024)

    6041

  • VRI-UFPR/page-xml-draw

    A powerful CLI tool for visualization and encoding of PAGE-XML files

    Language:Python64122

  • os-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++5503

  • heshiming/paddlefish

    A Python + C implementation for image-based PDF page layout analysis and content extraction.

    Language:C++2100

  • rithulkamesh/docproc

    Opinionated and Sophisticated Document Region Analyzer.

    Language:Python2170

  • calfa-co/chi-know-po

    HTR ground truth of the Chi-Know-Po project (Collex Persée)

    1100

  • calfa-co/Patrologia-Graeca

    Main repository of the CGPG project for OCR and Text Analysis of the Patrologia Graeca

    Language:GLSL1200

  • CharleyXu/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:Java1100

  • ixalodecte/filestruct

    A python package to structure files using visual and style informations

    Language:Python1100

  • marinagiardinetti/layout-parser-newspapers

    Layout Parser notebook Implementation & Re-trained model for Image detection and extraction

    Language:Jupyter Notebook1100