Building a Receipt Parsing Web Application

A tétel rövid nézete
dc.contributor.advisorVágner, Anikó
dc.contributor.authorMichalec, Mason
dc.contributor.departmentDE--Informatikai Karhu_HU
dc.date.accessioned2020-11-23T08:41:55Z
dc.date.available2020-11-23T08:41:55Z
dc.date.created2020-11-23
dc.description.abstractModern consumer expenses-tracking software is generally not the most useful or developed. Paper receipts are cumbersome and it is difficult to track itemized costs from them manually. If the content of a receipt could be read by software, and individual purchases parsed and recorded, expenses could be tracked and calculated much more easily, and paper receipts and budgeting software could be disposed of. To achieve this, a web application capable of parsing and structuring specific data from a receipt was designed and developed for this thesis. A simple web API was built, with optical character recognition and image processing technologies employed to prepare and read data from images of collected receipts. Data collected is fed through a parsing algorithm written to understand the information layout of each receipt, and collect the relevant values. The application is largely a success, producing readable and reliable data, but the web application needs further development for full usability. Possible further improvements for the parsing algorithm are discussed.hu_HU
dc.description.courseComputer Sciencehu_HU
dc.description.degreeBSc/BAhu_HU
dc.format.extent50hu_HU
dc.identifier.urihttp://hdl.handle.net/2437/298893
dc.language.isoenhu_HU
dc.subjectOCRhu_HU
dc.subjectOptical Character Recognitionhu_HU
dc.subjectWeb Applicationhu_HU
dc.subjectWeb Developmenthu_HU
dc.subjectImage Processinghu_HU
dc.subjectAPIhu_HU
dc.subject.dspaceDEENK Témalista::Informatikahu_HU
dc.titleBuilding a Receipt Parsing Web Applicationhu_HU
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