layoutlm

There are 3 repositories under layoutlm topic.

• microsoft / unilm

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

  beitbeit-3bitnetdeepnetdocument-aifoundation-modelskosmoskosmos-1layoutlmlayoutxlmllmminilmmllmmultimodalnlppre-trained-modeltextdiffusertrocrunilmxlm-e
  Language:Python 21818

• NielsRogge / Transformers-Tutorials

  This repository contains demos I made with the Transformers library by HuggingFace.

  bertgpt-2layoutlmpytorchtransformersvision-transformer
  Language:Jupyter Notebook 11333

• deepdoctection / deepdoctection

  A Repo For Document AI

  document-parserdocument-image-analysistable-recognitionocrdocument-aidocument-understandingpythondocument-layout-analysistable-detectionpytorchtensorflowpublaynetpubtabnetlayoutlmnlp
  Language:Python 2994

• nachoDRT / MERIT-Dataset

  The MERIT Dataset is a fully synthetic, labeled dataset created for training and benchmarking LLMs on Visually Rich Document Understanding tasks. It is also designed to help detect biases and improve interpretability in LLMs, where we are actively working. This repository is actively maintained, and new features are continuously being added.

  biaseslayoutlmlayoutlmv2layoutlmv3layoutxlmllms-benchmarkingsynthetic-datasetsynthetic-dataset-generationtoken-classificationdonutidefics2
  Language:Python 10

• amit-timalsina / document_classification

  All in one package for Document (image, pdf) Classification. Unified Interface for google ocr and tesseract. Train, evaluate, and infer using fasttext, Small language models (NER), Small Vision Language Models (layoutlm), and LLM.

  bert-modeldeep-learningfasttextlarge-language-modelslayoutlmmachine-learningpypipython
  Language:Python 5

• bhadreshpsavani / SmartOCR-with-LayoutLM

  Exploring LayoutLM for Smart OCR Capabilities

  document-aidocument-inteligencelayoutlm
  3

• JordiMoralesCasas / LayoutLMv3-on-InfographicVQA

  LayoutLMv3 applied to a VQA problem with infographics.

  extractive-question-answeringinfographicsroberta-modeltransformers-modelvisual-question-answeringlayoutlmlayoutlmv3
  Language:Jupyter Notebook 3

• ndtands / Resume_Parser

  Create meta data from resume

  layoutlmpytessaracttorch
  Language:Python 3

• ibrahimhabibeg / receipt-understanding

  Fine-tuning LayoutLMv3 on the SROIE dataset to build a receipt understanding model

  deep-learninghuggingfacelayoutlmlayoutlmv3sroietesseract
  Language:Jupyter Notebook 1

• SuryaThiru / ProtoIE

  Prototypical Networks for Information Extraction in Visual Documents. Weights can be found at https://drive.google.com/file/d/1Zrp7QaZIf0H_FFRx_LhB0uZTqDUSis2H/view?usp=sharing.

  few-shot-learninginformation-extractionlayoutlmliltprototypical-networks
  Language:Jupyter Notebook

• Trojan-Dev-AFK / Python-Mini-Projects

  Mini Projects that are developed using Python.

  pandaspippython3easyocr-libraryjupyter-notebooklayoutlmmachine-learningnumpytext-classificationtext-detection
  Language:Jupyter Notebook