Generički okvir za automatsko ispravljanje diktata

master's thesis

• Title (english): A generic framework for automatic dictation correction
• Author: Karlo Čeh
• Mentor: Boris Milašinović (mentor)
• Committee member: Boris Milašinović (predsjednik povjerenstva)
• Committee member: Igor Mekterović (član povjerenstva)
• Committee member: Ljiljana Brkić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2020-07-09, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Ovaj rada daje pregled izrade generičkog okvira za automatsko ispravljanje diktata. Generički okvir je implementiran kao web-aplikacija, koja ima mogućnosti proširenja podrške za nove jezike, pisma i specifične metode za detekciju teksta. Slike diktata te predlošci diktata se koriste u procesu ispravljanja. U sklopu rada za detekciju teksta je korišten Google Vision te vlastito izrađena metoda za detekciju teksta. Generički okvir ispravlja diktata na temelju razlike između teksta predloška i detektiranog teksta sa slike. Za ispravljanje postoji i mogućnost generiranja slike s označnim greškama. Dan je opis arhitekture, funkcionalnosti i korisničkog sučelja rješenja.

Abstract (english)

This thesis gives an overview of generic framework for automatic dictation correction implementation. Generic framework is implemented as a web application, which has the ability to extend support for new languages, scripts and specific text detection methods. Images of dictations and dictations templates are used in correction process. In this thesis Google Vision, as well as custom made text detection method were used for text recognition. Generic framework corrects dictations based on difference between template text and text detected on images. Framework has option to generate image with highlighted errors. Thesis includes description of architecture, functionality and user interface for implemented solution.

• Keywords: web-aplikacija; automatsko ispravljanje diktata; OCR; Spring Boot; Google Cloud
• Keywords (english): web application; automatic dictation correction; OCR; Spring Boot; Google Cloud
• Language: croatian
• URN:NBN: urn:nbn:hr:168:482441
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-13 12:00:11