document-analysis

There are 7 repositories under document-analysis topic.

• UglyToad / PdfPig

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

  pdfboxpdfpdf-documentcsharpnetstandardpdf-extractorpdf-document-processorpdf-filesalto-xmlhocrlayout-analysisdocument-analysispage-xmlpdf-generation
  Language:C# 1461

• tstanislawek / awesome-document-understanding

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

  awesome-listmachine-learninginformation-extractionkey-information-extractiondocument-understandingrobotic-process-automationdocument-analysisdocument-layout-analysisocrnatural-language-processingdeep-learningnlpawesomepdfrpapdf-documentsdocument-intelligenceunstructured-dataintelligent-processingdocument-ai
  1113

• AlibabaResearch / AdvancedLiterateMachinery

  A collection of original, innovative ideas and algorithms towards Advanced Literate Machinery. This project is maintained by the OCR Team in the Language Technology Lab, Tongyi Lab, Alibaba Group.

  artificial-intelligencedocumentaimultimodalmultimodal-deep-learningocrcomputer-visionvision-language-transformerend-to-end-ocrscene-text-detectionscene-text-detection-recognitionscene-text-recognitiontext-detectiontext-recognitionvision-languagedocumentdocument-analysisdocument-recognitiondocument-understandingdocument-intelligencevision-language-model
  Language:C++ 926

• Yuliang-Liu / Curve-Text-Detector

  This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

  deep-learningdocument-analysisobject-detectionscene-text
  Language:Jupyter Notebook 631

• wenwenyu / PICK-pytorch

  Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)

  key-information-extractiondocument-analysisgraph-neural-networksgraph-convolutional-networkgraph-learningdocument-understanding
  Language:Python 541

• jpWang / LiLT

  Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding (ACL 2022)

  nlpdocument-aidocument-analysisdocument-understandinginformation-extractionmultimodal-pre-trained-modelmultilingual-models
  Language:Python 318

• pandora-analysis / pandora

  Pandora is an analysis framework to discover if a file is suspicious and conveniently show the results

  document-analysisdocument-analyzinginfosecmalware-detection
  Language:Python 234

• CybercentreCanada / assemblyline

  AssemblyLine 4: File triage and malware analysis

  malware-analysismalware-researchfile-analysismalware-detectionmalware-analyzercybersecurityincident-responseinfosecmalwareassemblylineautomation-frameworkcertcyber-securitydocument-analysisframeworkpython3security-automationsecurity-automation-frameworksecurity-tools
  Language:Python 183

• masyagin1998 / robin

  RObust document image BINarization

  pythonopencvkerasneural-networksdeep-learningdocument-binarizationocrcomputer-visionu-netdocument-analysis
  Language:Python 169

• chriswolfvision / local_adaptive_binarization

  Local adaptive image binarization

  computer-visiondocument-analysisdocument-binarization
  Language:C++ 124

• anisha2102 / docvqa

  Document Visual Question Answering

  visual-question-answeringcomputer-visiondeep-learningdocument-analysis
  Language:Python 102
• amazon-textract-transformer-pipeline

  aws-samples / amazon-textract-transformer-pipeline

  Post-process Amazon Textract results with Hugging Face transformer models for document understanding

  amazon-textracthuggingface-transformersdocument-analysisocr
  Language:Python 85

• monniert / docExtractor

  (ICFHR 2020 oral) Code for "docExtractor: An off-the-shelf historical document element extraction" paper

  document-analysissegmentationhistorical-datapytorch
  Language:Python 81

• mirabdullahyaser / Retrieval-Augmented-Generation-Engine-with-LangChain-and-Streamlit

  Powerful web application that combines Streamlit, LangChain, and Pinecone to simplify document analysis. Powered by OpenAI's GPT-3, RAG enables dynamic, interactive document conversations, making it ideal for efficient document retrieval and summarization.

  artificial-intelligencechat-applicationdocument-analysisgenerative-ailangchainlarge-language-modelsnatural-language-processingopenai-chatgptquestion-answeringretrieval-augmented-generationstreamlitgpt-3
  Language:Python 73

• Xyntopia / pydoxtools

  Effortlessly extract information from unstructured data with this library, utilizing advanced AI techniques. Compose AI in customizable pipelines and diverse sources for your projects.

  chatgptdocument-analysisdocument-extractionextractioninformation-retrievalllmnlppdfpython
  Language:Python 53

• ZeningLin / ViBERTgrid-PyTorch

  An unofficial PyTorch implementation of "Lin et al. ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents. ICDAR, 2021"

  key-information-extractiondocument-aiinformation-extractiondocument-analysisvisual-information-extraction
  Language:Python 47

• JPLeoRX / detectron2-publaynet

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

  object-detectioninstance-segmentationcomputer-visiondetectron2publaynetpythonpython3machine-learningneural-networkdocument-classificationdocument-layoutdocument-layout-analysislayout-analysisdocument-analysisneural-networksartificial-intelligencedeep-learningfaster-rcnnpytorch
  Language:Python 44

• ankanbhunia / AdverseBiNet

  Improving Document Binarization via Adversarial Noise-Texture Augmentation (ICIP 2019)

  binarizationdocument-analysisgenerative-adversarial-networkadversarial-learningdeep-learning
  Language:Python 38

• AILab-UniFI / GNN-TableExtraction

  Code for ICPR2022 paper: "Graph Neural Networks and Representation Embedding for table extraction in PDF Documents"

  document-analysisgraph-neural-networks
  Language:Python 34

• abdur75648 / UTRNet-High-Resolution-Urdu-Text-Recognition

  UTRNet: High-Resolution Urdu Text Recognition In Printed Documents (ICDAR'23)

  document-analysishigh-resolutionhrneticdaricdar2023ocrscene-text-recognitiontext-detectiontext-recognitionuneturduurdu-nlpurdu-ocrutrnetcomputer-visiondeep-learningmachine-learningpytorchurdu-synth
  Language:Python 33

• swapnil-ahlawat / Document_Layout_Analysis-MonkAI

  DL models that take a document image file as input, locate the position of paragraphs, lines, images, etc. with their labels and confidence scores.

  document-analysisobject-detectiondeep-learningfaster-rcnnssd512yolov3
  Language:Jupyter Notebook 26

• aws-solutions / enhanced-document-understanding-on-aws

  Enhanced Document Understanding on AWS delivers an easy-to-use web application that ingests and analyzes documents, extracts content, identifies and redacts sensitive customer information, and creates search indexes from the analyzed data.

  document-analysisdocument-processing
  Language:JavaScript 23

• CaseDrive / publaynet-models

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

  artificial-intelligencecomputer-visiondeep-learningdetectron2document-analysisdocument-classificationdocument-layoutdocument-layout-analysisfaster-rcnninstance-segmentationlayout-analysismachine-learningneural-networkneural-networksobject-detectionpublaynetpythonpython3pytorch
  Language:Python 19

• ihdia / docvisor

  An open-source tool for visualisation of outputs of deep-learning models for document analysis tasks such as fully automatic, bounding box and OCR.

  ocrdocument-analysisicdar-ost-2021visualizationvisualization-toolscomputer-visioninstance-segmentationstreamlitstreamlit-webstreamlit-webappdashboard
  Language:Python 19

• huyhoang17 / kuzushiji_recognition

  [Late Submission] Solution for Kuzushiji recognition (Kaggle competition)

  kagglekuzushiji-recognitionkuzushijiunetresnettensorflow-servingtf-servingviblonomnom-documentdocument-analysisdocument-image-analysis
  Language:Python 18

• muhd-umer / pyramidtabnet

  Official PyTorch implementation of PyramidTabNet: Transformer-based Table Recognition in Image-based Documents

  computer-visiondeep-learningdocument-analysisimplementationtable-detectiontable-structure-recognitionpytorch
  Language:Python 16

• bookalope / InDesign-CEP

  Adobe CEP extension for InDesign to use the Bookalope cloud services.

  adobe-cep-extensionindesignbookalope-extensiondocument-analysisdocument-conversion
  Language:JavaScript 14
• Bookalope

  bookalope / Bookalope

  Everything related to Bookalope and its REST API.

  epub-generationdocument-analysisdocument-conversionrestful-api
  Language:Python 13

• ad-freiburg / pdftotext-plus-plus

  A fast and accurate command line tool for extracting text from PDF files.

  pdfc-plus-plusclidocument-analysismetadata-extractiontext-extraction
  Language:C++ 9

• therealexpertai / nlapi-java

  Java Client for the expert.ai Natural Language API

  document-analysisdocument-classificationexpertaijavanatural-languagenlp-apinlu-engine
  Language:Java 9

• TUWien / ReadModules

  CVL/READ Modules including Basic Layout Analysis and Writer Identification/Retrieval

  readdocument-analysis
  Language:C++ 9

• ethanhezhao / MetaLDA

  The code for MetaLDA in ICDM 2017

  topic-modelingmachine-learningmetadatajavamalletdocument-analysisicdm
  Language:Java 7
• paper-ner-bench-das22

  soduco / paper-ner-bench-das22

  All the material (paper, code, dataset, results) of our DAS 2022 paper (OCR+NER benchmark)

  benchmarkdatasetdocument-analysisnerocr
  Language:Jupyter Notebook 6

• TUWien / ReadFramework

  The Core Framework for CVL/READ Modules

  document-analysisread
  Language:C++ 6

• nicolasfeyer / KWS-SIFT

  Python code to perform keyword spotting using SIFT features

  keyword-spottingpythonsiftsift-descriptorsbag-of-visual-wordsbovwvlfeatspatial-pyramid-matchingdocument-analysis
  Language:Python 5

• ZeroBone / OfficialEye

  An advanced AI-powered generic document-analysis tool

  artificial-intelligencedocument-analysisdocument-recognitionimage-analysisimage-processingimage-recognitionsymbolic-artificial-intelligence
  Language:Python 5