Bulgarian Banknotes Denomination Classification using Transfer Learning
Since the rise of Artificial Intelligence, image classification has played a pivotal role in assistive technologies for aiding the visually impaired. This research paper explores the application of transfer learning for the classification of Bulgarian banknote images, aiming to develop an effective and efficient method for identifying various denominations, and its potential for integration into assistive technologies. The study highlights the benefits of transfer learning in data-scarce scenarios by showing how it improves the performance and accuracy of specialized image classification.
Authors
- Mustafa Zuhear Nayef
- Georgi Zapryanov
- Iva Nikolova
Institutions
- Technical University of Sofia (BG)
Publication Details
- Published
- 2024-09-13
- DOI
- https://doi.org/10.1109/comsci63166.2024.10778514
- Primary Topic
- Currency Recognition and Detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00