Essays about: "Document Layout Analysis"

Showing result 1 - 5 of 14 essays containing the words Document Layout Analysis.

  1. 1. Exploring Machine Learning Solutions in the Context of OCR Post-Processing of Invoices

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jacob Dwyer; Sara Bertse; [2022]
    Keywords : Machine learning; Optical character recognition; BERT; Error detection; Invoice; Maskininläsning; Optisk teckenläsning; BERT; Feldetektering; Faktura;

    Abstract : Large corporations receive and send large volumes of invoices containing various fields detailing a transaction. Such fields include VAT, due date, total amount, etc. One common way to automatize invoice processing is optical character recognition (OCR). This technology entails automatic reading of characters from scanned images. READ MORE

  3. 2. Layout Analysis on modern Newspapers using the Object Detection model Faster R-CNN

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mikaela Funkquist; [2022]
    Keywords : Document Layout Analysis; Newspapers; Object Detection; Faster R-CNN; Deep Learning; Dokument Layout Analys; Tidningar; Objektdetektering; Faster R-CNN; Djupinlärning;

    Abstract : As society is becoming more and more digitized the amount of digital data is increasing rapidly. Newspapers are one example of this, that many Libraries around the world are storing as digital images. READ MORE

  4. 3. Data Collection and Layout Analysis on Visually Rich Documents using Multi-Modular Deep Learning.

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mattias Stahre; [2022]
    Keywords : DeepLearning; Machine Learning; Dataset Collection; Annotation; Labeling; Transformer Network; Multi-Modal; Computer Vision; Natural Language Processing; Embedding; LayoutLMv2; DocBank; Djupinlärning; Maskininlärning; Datasamling; Annotering; Märkning; Transformernätverk; Multi-modulär; Datorsyn; Naturlig Språkbehandling; Inbäddning; LayoutLMv2; DocBank;

    Abstract : The use of Deep Learning methods for Document Understanding has been embraced by the research community in recent years. A requirement for Deep Learning methods and especially Transformer Networks, is access to large datasets. READ MORE

  5. 4. Document Layout Analysis for Historical Documents

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jianbo Li; [2021]
    Keywords : ;

    Abstract : In this project, a state-of-the-art CV model called Mask Region Based Convolutional Neural Networks (Mask R-CNN) was trained, to process the layout analysis of historical documents.In addition, a practical webpage is designed, which includes a front-end for interaction, a back-end that supports search and filter functions, and a MongoDB database. READ MORE

  6. 5. Promenadvänliga miljöer för ett aktivt stadsliv : en undersökning av möjligheterna för bebyggelsens placering och övergripande utformning inom Cirkus Lorensberg i centrala Göteborg

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Niklas Karlzén; [2021]
    Keywords : promenadvänlighet; byggnadstypologi; fysisk aktivitet; stillasittande beteende; stadsutveckling;

    Abstract : Intresset för att använda promenadvänlighet som en fokuspunkt vid stadsutveckling väcktes under våren 2019 när jag arbetade med min kandidatuppsats, där jag insåg hur ämnet kan hjälpa landskapsarkitekter att skapa gåvänliga urbana miljöer. Promenadvänlighet syftar till olika aspekter i den urbana miljön som på något sätt påverkar fotgängarens upplevelse av omgivningen. READ MORE