document-ai

There are 22 repositories under document-ai topic.

• microsoft / unilm

  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

  beitbeit-3bitnetdeepnetdocument-aifoundation-modelskosmoskosmos-1layoutlmlayoutxlmllmminilmmllmmultimodalnlppre-trained-modeltextdiffusertrocrunilmxlm-e
  Language:Python 18327

• clovaai / donut

  Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

  document-aieccv-2022multimodal-pre-trained-modelocrnlpcomputer-vision
  Language:Python 5267

• deepdoctection / deepdoctection

  A Repo For Document AI

  document-aidocument-image-analysisdocument-layout-analysisdocument-parserdocument-understandinglayoutlmnlpocrpublaynetpubtabnetpythonpytorchtable-detectiontable-recognitiontensorflow
  Language:Python 2179

• 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
  1114

• jpWang / LiLT

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

  document-aidocument-analysisdocument-understandinginformation-extractionmultilingual-modelsmultimodal-pre-trained-modelnlp
  Language:Python 318

• SCUT-DLVCLab / Document-AI-Recommendations

  Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.

  document-aidocument-understandingkey-information-extractiontable-structure-recognitionvisual-information-extraction
  121

• clovaai / webvicob

  Official Implementation of Web-based Visual Corpus Builder (Webvicob), ICDAR 2023

  document-aiicdar2023nlpocr
  Language:Python 97

• doc-analysis / ReadingBank

  ReadingBank: A Benchmark Dataset for Reading Order Detection

  ocrnlpnatural-language-processingdocument-understandingdocument-aidocument-intelligence
  77

• nttmdlab-nlp / SlideVQA

  SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images (AAAI2023)

  aaai2023computer-visiondocument-ainlpocr
  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

• googleapis / python-documentai-toolbox

  Document AI Toolbox is an SDK for Python that provides utility functions for managing, manipulating, and extracting information from the document response. It creates a "wrapped" document object from JSON files in Cloud Storage, local JSON files, or output directly from the Document AI API.

  aidocument-aigcpgenerative-aigoogle-cloudgoogle-cloud-platformvertex-ai
  Language:Python 27

• DunnBC22 / Vision_Audio_and_Multimodal_Projects

  This repository includes all computer vision, audio, document AI, and multimodal projects.

  audio-classificationcomputer-visiondocument-aimultimodal-deep-learningoptical-character-recognitionobject-detectiontransfer-learningtransformers
  Language:Jupyter Notebook 23

• Unstructured-IO / community

  Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

  communitydata-pipelinedeep-learningdocument-aidocument-parsingmachine-learningnlp-parsingocr-pythonopen-sourcepreprocessing-data
  19

• whn09 / table_structure_recognition

  Table detection and table structure recognition using Yolov5

  document-aitable-detectionocrtabletable-structure-recognitionyolov5
  Language:Python 18

• chenxn2020 / GOSE

  [Paper] Code for the EMNLP2023 (Findings) paper "Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document"

  document-airelation-extraction
  Language:Python 15

• SCUT-DLVCLab / RFUND

  Official release of RFUND introduced in the paper "PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction" (arXiv:2401.03472).

  document-understandingvisual-information-extractiondocument-aikey-information-extractionocr
  11

• NirmalNagaraj / DocGPT

  A Chatbot for the Document Analysis .

  aichatbotdocument-ai
  Language:Python 5

• dhorvay / document-understanding-ebook

  (WIP) ✨ A comprehensive resource for understanding the world of software used in the Document Understanding field. 🧙✨

  awesome-document-understandingdocument-aidocument-understandingebookocr
  Language:Markdown 4

• bwnyasse / dart-documentai-samples

  A hands-on CLI tool sample showcasing the integration of Dart with Google Cloud's DocumentAI.

  dartdartlangdocument-aidocument-understandinggoogle-cloudmachine-learningsamples
  Language:Dart 3

• bhadreshpsavani / SmartOCR-with-LayoutLM

  Exploring LayoutLM for Smart OCR Capabilities

  document-aidocument-inteligencelayoutlm
  2

• wintermi / ocr-runner

  OCR Runner - Command Line Application for processing image files using Google Cloud Vision API and Google Cloud Document AI.

  cloud-visioncloud-vision-apigoogle-cloudgoogle-cloud-platformdocument-ai
  Language:Go 2

• ajaycode / unstructured

  Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

  data-pipelinesdeep-learningdocument-aidocument-image-analysisdocument-image-processingdocument-parsingdocxdonutinformation-retrievallangchainmachine-learningmlnatural-language-processingnlpocrpdfpdf-to-jsonpdf-to-textpreprocessing
  Language:HTML 1

• masoudshab / Doc2Edi

  Extracting Data from Document PDF and Converting to EDI211 Files Using GCP and Google Document AI

  document-aigooglegoogle-cloud-platformgoogle-document-aipython
  Language:Python 1

• samkenxstream / SamKenX_documents-ai

  SamKenX applications and Document AI, the end-to-end document processing platform on Cloudstorage warehouse.

  apiattributordocument-aiwarehouse-management-systemipiacknowledgements
  Language:Python 1

• marcusmonteirodesouza / google-cloud-document-ai-rest-api-demo

  Create an Identity Auto-Filler API with Google Cloud Document AI

  document-aiexpressgoogle-cloudgoogle-cloud-platformnextjsnodejsterraform
  Language:TypeScript

• ricardolsmendes / gcp-documentai-custom-extractors

  Custom data extractors that use Google Cloud's Document AI

  data-extractiondocument-aigcpgoogle-cloudmachine-learning