Implementation of Deep Learning using Convolutional Neural Network Method and Yolo Algorithm in Rupiah Banknote Detection System
The application of deep learning has rapidly advanced across various sectors due to its ability to enhance effectiveness and efficiency in solving complex tasks. One promising implementation is in object detection, particularly in recognizing and identifying banknotes. This innovation is highly ben...
| Published in: | Journal of Education Technology |
|---|---|
| Main Authors: | Neni Mulyani, Ganefri, Sukardi, Muhammad Sabir Ramadhan, Muhammad Amin |
| Format: | Article |
| Language: | English |
| Published: |
Universitas Pendidikan Ganesha
2025-08-01
|
| Subjects: | |
| Online Access: | https://ejournal.undiksha.ac.id/index.php/JET/article/view/98189 |
Similar Items
Implementation Of Deep Learning Using Convolutional Neural Network Method In A Rupiah Banknote Detection System For Those With Low Vision
by: Dinul Akhiyar, et al.
Published: (2025-04-01)
by: Dinul Akhiyar, et al.
Published: (2025-04-01)
Female Representation on Banknotes: A Semiotic Analysis of 2022 Indonesia Banknotes
by: Michael Herdi Hadylaya
Published: (2023-01-01)
by: Michael Herdi Hadylaya
Published: (2023-01-01)
Innovation of the finished banknotes business model changes in Indonesian banknotes printing
by: Saiful Bahri, et al.
Published: (2024-09-01)
by: Saiful Bahri, et al.
Published: (2024-09-01)
EDUKASI CINTA RUPIAH DALAM RANGKA MENCIPTAKAN MASYARAKAT PEDULI PEMBANGUNAN DI PASAR PASIA NAN TIGO KOTA PADANG
by: Yessy Andriani, et al.
Published: (2020-09-01)
by: Yessy Andriani, et al.
Published: (2020-09-01)
Annotated Peruvian banknote dataset for currency recognition and classification
by: Nicolás Esleyder Caytuiro-Silva, et al.
Published: (2023-12-01)
by: Nicolás Esleyder Caytuiro-Silva, et al.
Published: (2023-12-01)
Multi-National Banknote Classification Based on Visible-light Line Sensor and Convolutional Neural Network
by: Tuyen Danh Pham, et al.
Published: (2017-07-01)
by: Tuyen Danh Pham, et al.
Published: (2017-07-01)
A comprehensive dataset of damaged banknotes in Indian currency (Rupees) for analysis and classification
by: Vidula Meshram, et al.
Published: (2023-12-01)
by: Vidula Meshram, et al.
Published: (2023-12-01)
THE PROCESS OF RENDERING FINGERPRINTS ON BANKNOTES
by: Alina COMAN, et al.
Published: (2025-10-01)
by: Alina COMAN, et al.
Published: (2025-10-01)
Convolutional neural networks method for folded naira currency denominations recognition and analysis
by: Nneka Ernestina Richard-Nnabu, et al.
Published: (2024-10-01)
by: Nneka Ernestina Richard-Nnabu, et al.
Published: (2024-10-01)
The HMM-based banknote recognition system
by: Chang Liang, et al.
Published: (2024-01-01)
by: Chang Liang, et al.
Published: (2024-01-01)
Malaysian Banknote Reader Featuring Counterfeit Detection Using Fuzzy Logic Weighted Specific (FLWS) Algorithm
by: Turki Khaled Al-Hila, et al.
Published: (2024-03-01)
by: Turki Khaled Al-Hila, et al.
Published: (2024-03-01)
Authentication and Testing of Banknotes Using Laser Multiphoton Electron Extraction Spectroscopy (MEES)
by: Danny Fisher, et al.
Published: (2021-11-01)
by: Danny Fisher, et al.
Published: (2021-11-01)
Rupiah exchange rate: the determinants and impact of shocks on the economy
by: Erida Pratiwik, et al.
Published: (2023-05-01)
by: Erida Pratiwik, et al.
Published: (2023-05-01)
Turkish Lira Banknote Classification using Transfer Learning and Deep Learning
by: Mirsat Yeşiltepe, et al.
Published: (2024-12-01)
by: Mirsat Yeşiltepe, et al.
Published: (2024-12-01)
Authentication of Counterfeit Hundred Ringgit Malaysian Banknotes Using Fuzzy Graph Method
by: Nurfarhana Hassan, et al.
Published: (2023-02-01)
by: Nurfarhana Hassan, et al.
Published: (2023-02-01)
An Analysis the Rupiah Exchange Rates Effect Against the American Dollar and Inflation Against the Growth of Islamic Banking Mudharabah Deposits in Indonesia
by: Muhammad Tho'in, et al.
Published: (2019-06-01)
by: Muhammad Tho'in, et al.
Published: (2019-06-01)
Determination of Zero Rupiah Rate Against Non-Tax State Revenue for Intellectual Property Rights Services
by: Nevey Varida Ariani, et al.
Published: (2022-12-01)
by: Nevey Varida Ariani, et al.
Published: (2022-12-01)
KZ-BD: Dataset of Kazakhstan banknotes with annotations
by: Ualikhan Sadyk, et al.
Published: (2024-04-01)
by: Ualikhan Sadyk, et al.
Published: (2024-04-01)
Euro Banknote Recognition System for Blind People
by: Larisa Dunai Dunai, et al.
Published: (2017-01-01)
by: Larisa Dunai Dunai, et al.
Published: (2017-01-01)
Banknote remittances: Italy’s recent experience
by: V. MESALLES
Published: (2014-03-01)
by: V. MESALLES
Published: (2014-03-01)
Aspek Hukum Rupiah Digital Dalam Transaksi Jual Beli Tanah
by: Nadiya Galang Kaharap, et al.
Published: (2024-06-01)
by: Nadiya Galang Kaharap, et al.
Published: (2024-06-01)
From cash to conservation: Which wildlife species appear on banknotes?
by: Beaudee Newbery, et al.
Published: (2024-10-01)
by: Beaudee Newbery, et al.
Published: (2024-10-01)
The factors affecting the rupiah exchange rate in Indonesia
by: Nadya Carissa, et al.
Published: (2020-07-01)
by: Nadya Carissa, et al.
Published: (2020-07-01)
IMPLIKASI GLOBALISASI EKONOMI DAN PERDAGANGAN BEBAS TERHADAP STABILITAS NILAI RUPIAH
by: Herlan Firmansyah, et al.
Published: (2015-05-01)
by: Herlan Firmansyah, et al.
Published: (2015-05-01)
The Markov Process as a Model of Migration Based on the Example of the Movement of Banknotes
by: Arkadiusz Manikowski
Published: (2021-01-01)
by: Arkadiusz Manikowski
Published: (2021-01-01)
One- and Five-Ringgit Malaysia banknotes reader with counterfeit detection for visually impaired person using backlight mechanism and image processing techniques [version 2; peer review: 2 approved, 1 not approved]
by: Turki Khaled Salem, et al.
Published: (2022-04-01)
by: Turki Khaled Salem, et al.
Published: (2022-04-01)
Uncovering Status and Legality of Digital Rupiah as Legal Tender: Using Dignified Justice Theory
by: Kameo Jeferson, et al.
Published: (2024-01-01)
by: Kameo Jeferson, et al.
Published: (2024-01-01)
MEASURING THE URGENCY OF A DIGITAL RUPIAH: A SOCIO-LEGAL REVIEW
by: Sendy Pratama Firdaus
Published: (2025-09-01)
by: Sendy Pratama Firdaus
Published: (2025-09-01)
Advantages and disadvantages of Raman spectroscopy in testing paper banknotes
by: Gordana Jauković
Published: (2019-01-01)
by: Gordana Jauković
Published: (2019-01-01)
CHINESE YUAN EXCHANGE RATE AGAINST THE INDONESIAN RUPIAH PREDICTION USING SUPPORT VECTOR REGRESSION
by: Steven Soewignjo, et al.
Published: (2024-08-01)
by: Steven Soewignjo, et al.
Published: (2024-08-01)
Story of The Printing of The First Banknotes of the Turkish Republic Accordıng to The Daily Cumhuriye
by: Melek Öksüz
Published: (2023-10-01)
by: Melek Öksüz
Published: (2023-10-01)
Efektivitas Kebijakan Program Cinta Bangga dan Paham Rupiah di Kabupaten Nunukan
by: Mawar Mawar, et al.
Published: (2023-10-01)
by: Mawar Mawar, et al.
Published: (2023-10-01)
Cryptocurrency as a Medium of Rupiah Exchange: Perspective Sharia Islamic Law and Jurisprudential Analysis
by: Istianah Zainal Asyiqin, et al.
Published: (2024-11-01)
by: Istianah Zainal Asyiqin, et al.
Published: (2024-11-01)
Jordanian banknote data recognition: A CNN-based approach with attention mechanism
by: Ahmad Nasayreh, et al.
Published: (2024-04-01)
by: Ahmad Nasayreh, et al.
Published: (2024-04-01)
Detection of counterfeit banknotes using genetic fuzzy system
by: Mahmut Dirik
Published: (2022-10-01)
by: Mahmut Dirik
Published: (2022-10-01)
PERTANGGUNGJAWABAN HUKUM TERHADAP PELAKU PENYIMPANAN UANG RUPIAH PALSU DIHUBUNGKAN DENGAN UNDANG-UNDANG 7 TAHUN 2011 TENTANG MATA UANG
by: Eggi Suprayogi, et al.
Published: (2021-10-01)
by: Eggi Suprayogi, et al.
Published: (2021-10-01)
Implementing YOLO Convolutional Neural Network for Seed Size Detection
by: Jakub Pawłowski, et al.
Published: (2024-07-01)
by: Jakub Pawłowski, et al.
Published: (2024-07-01)
INFORMATION FLOW BETWEEN THE US DOLLAR-RUPIAH EXCHANGE RATES
by: Wee-Yeap Lau, et al.
Published: (2020-12-01)
by: Wee-Yeap Lau, et al.
Published: (2020-12-01)
Machine learning-based authentication of banknotes: a comprehensive analysis
by: Nadia Ghasem Abadi
Published: (2024-03-01)
by: Nadia Ghasem Abadi
Published: (2024-03-01)
Fake Banknote Recognition Using Deep Learning
by: César G. Pachón, et al.
Published: (2021-01-01)
by: César G. Pachón, et al.
Published: (2021-01-01)
Similar Items
-
Implementation Of Deep Learning Using Convolutional Neural Network Method In A Rupiah Banknote Detection System For Those With Low Vision
by: Dinul Akhiyar, et al.
Published: (2025-04-01) -
Female Representation on Banknotes: A Semiotic Analysis of 2022 Indonesia Banknotes
by: Michael Herdi Hadylaya
Published: (2023-01-01) -
Innovation of the finished banknotes business model changes in Indonesian banknotes printing
by: Saiful Bahri, et al.
Published: (2024-09-01) -
EDUKASI CINTA RUPIAH DALAM RANGKA MENCIPTAKAN MASYARAKAT PEDULI PEMBANGUNAN DI PASAR PASIA NAN TIGO KOTA PADANG
by: Yessy Andriani, et al.
Published: (2020-09-01) -
Annotated Peruvian banknote dataset for currency recognition and classification
by: Nicolás Esleyder Caytuiro-Silva, et al.
Published: (2023-12-01)
