document-layout-analysis 开源项目推荐（53 个）

Layout-Parser /layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

deepdoctection /deepdoctection

一个用于 Document AI 的代码仓库

jingsongliujing /OnnxOCR

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.

tstanislawek /awesome-document-understanding

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

explosion /spacy-layout

使用spaCy处理PDF、Word文档等

BobLd /DocumentLayoutAnalysis

Document Layout Analysis resources repos for development with PdfPig.

qurator-spk /eynollah

Document Layout Analysis

lquirosd /P2PaLA

Page to PAGE Layout Analysis Tool

hpanwar08 /detectron2

Detectron2 for Document Layout Analysis

phamquiluan /PubLayNet

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

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

biswassanket /DocSegTr

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

JPLeoRX /detectron2-publaynet

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

Wild-Rift /Document-Layout-Analysis

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

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.

CaseDrive /publaynet-models

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

BobLd /simple-docstrum

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

ihdia /BoundaryNet

BoundaryNet - A Semi-Automatic Layout Annotation Tool

hpanwar08 /document-layout-analysis-app

Simple docker deployment of document layout analysis using detectron2

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.