Bc. Filip Hujer

Master's thesis

Application for processing and effective search of similar invoices

Application for processing and effective search of similar invoices
Abstract:
Cieľom tejto práce je vytvoriť aplikáciu pre spracovanie a efektívne vyhľadávanie podobných faktúr. Aplikácia využíva technológiu percepčného hašovania, ktorá dovoľuje porovnávanie faktúr na základe ich vizuálnych podobností. Hlavná časť práce sa venuje hľadaniu a analýze efektívneho procesu na vyhľadávanie podobnosti hašov vytvorených z faktúr. Tento proces musí fungovať na stovkách tisíc hašoch a …more
Abstract:
This thesis aims to create an application for processing and efficiently searching similar invoices. At its core, this application uses the technology of perceptual hashes, which enables the comparison of invoices based on their visual characteristics. The main part of the thesis analyzes and searches for an efficient process for the search for invoice hash similarity. This process must function at …more
 

Keywords

invoices perceptual hashing vectors similarity search AKNN Python
 
Language used: English
Date on which the thesis was submitted / produced: 15. 12. 2023
Identifier: https://is.muni.cz/th/gtrqk/

Thesis defence

  • Date of defence: 12. 2. 2024
  • Supervisor: doc. RNDr. Vlastislav Dohnal, Ph.D.
  • Reader: RNDr. Matej Antol, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Software Engineering / Design and development of software systems

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