Identification of Rupiah Paper Currency Denomination using SURF and FLANN Methods at Rotation Variation by Adri Priadana, Aris Wahyu Murdiyanto

“…Testing for identification of nominal rupiah banknotes is carried out with different rotation variations, namely 0o, 90o, 180o, and 270o. …”
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Design & Build Banknote Nominal Identification Tools for Visual Impairment Using Convolutional Neural Network Algorithm and Tensorflow with Android Based by Selvia Rossa, Lindawati, Suzanzefi

“…This research focused on making a voice-based rupiah banknote nominal detection tool, using convolutional neural network algorithms in machine learning as the core of this system. …”
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Compared RGB Methods Towards Efficient Money Detector for Blind People by Maulina Fadilah, Yulian Zetta Maulana, MUHAMMAD YUSRO

“…The sample used in this experiment is rupiah banknotes for the 2016 and 2022 issuances. The device is built with a TCS3200 colour sensor and designed in a real-time platform. …”
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Integrate Yolov8 Algorithm For Rupiah Denomination Detection In All-In-One Smart Cane For Visually Impaired by I Made Surya Kumara, Gde Putu Rizkynindra Sukma Jati, Ni Putu Widya Yuniari

“…This device, designed with standout features, excels in detecting Indonesian Rupiah banknote denominations. Detection performance testing, incorporating methods like object rotation, utilized a dataset divided into training (70%), validation (20%), and test (10%) segments. …”
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