Essays about: "thesis for ocr"

Showing result 1 - 5 of 26 essays containing the words thesis for ocr.

  1. 1. Real time Optical  Character Recognition  in  steel  bars  using YOLOV5

    University essay from Blekinge Tekniska Högskola

    Author : Monica Gattupalli; [2023]
    Keywords : Deep learning; Object detection; Tesseract OCR; YOLOV5; YOLOV5- obb;

    Abstract : Background.Identifying the quality of the products in the manufacturing industry is a challenging task. Manufacturers use needles to print unique numbers on the products to differentiate between good and bad quality products. However, identi- fying these needle printed characters can be difficult. READ MORE

  3. 2. Retrofitting analogue meters with smart devices : A feasibility study of local OCR processes on an energy critical driven system

    University essay from

    Author : Joel Andreasson; Elin Ehrenbåge; [2023]
    Keywords : Analogue meters; Energy efficiency; Internet of Things IoT ; Optical Character Recognition OCR ; Sum of Absolute Differences SAD ; Template matching;

    Abstract : Internet of Things (IoT) are becoming increasingly popular replacements for their analogue counterparts. However, there is still demand to keep analogue equipment that is already installed, while also having automated monitoring of the equipment, such as analogue water meters. READ MORE

  4. 3. Post-processing of optical character recognition for Swedish addresses

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

    Author : Moa Andersson; [2022]
    Keywords : OCR; OCR post-processing; OCR post-correction; NMT; Lexical model; OCR; efterbehandling för OCR; post-korrigering för OCR; NMT; lexikal modell;

    Abstract : ​​Optical character recognition (Optical Character Recognition (OCR)) has many applications, such as digitizing historical documents, automating processes, and helping visually impaired people read. However, extracting text from images into a digital format is not an easy problem to solve, and the outputs from the OCR frameworks often include errors. READ MORE

  5. 4. Benchmarking Object Detection Algorithms for Optical Character Recognition of Odometer Mileage

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mandus Hjelm; Eric Andersson; [2022]
    Keywords : Computer vision; machine learning; neural networks; object detection; optical character recognition; odometer; transfer learning;

    Abstract : Machine learning algorithms have had breakthroughs in many areas in the last decades. The hardest task, to solve with machine learning, was solving tasks that humans solve intuitively, e.g. understanding natural language or recognizing specific objects in images. READ MORE

  6. 5. 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