BuckTracker: System For Multi Banknotes Tracking
Abdullah Magdy Elbarrany, Khaled Mosallam, Ayman Atia · 2023
BuckTracker is a software that allows users to track their money transactions on a daily basis. Users scan cash banknotes using BuckTracker, which localizes each serial number, detects the currency denomination, and records the location of the scan. BuckTracker presents a novel solution for tracking money transactions, effectively enhancing transparency, accountability, and security in a wide range of financial operations. Users can track their transactions and retrieve the money in case of theft crimes. While the user is counting the money, the BuckTracker system scans each banknote, extracts its serial number, and detects the currency denomination. In this paper, two different object character recognition (OCR) techniques were experimented with in order to maximize the accuracy. The methodology used in this research improved previous work by enhancing the accuracy. The proposed system achieved an average accuracy of 92.3% on different data-sets, compared to a similar work that achieved 91.7% accuracy.