FAKE INDIAN CURRENCY DETECTION USING DEEP LEARNING
Juliet Dcruz, Mariya Eldhose, Mariya Jose, Bonia Jose · International Journal of Engineering Applied Sciences and Technology · 2020
Indian rupee is the official currency of India.Issuance of Indian currency is controlled by the Reserve Bank of India.In real time, people could only authenticate money, because the observation ability of the human eyes are limited, and they are difficult to distinguish the fake and real currency without the technology.In this paper a new approach for the identification of fake currency notes is explained.The method is based on Deep Learning, which has seen a great success in image classification tasks.An artificial data-set was generated by using the different image sets to assist training and testing of the deep convolutional neural network (DCNN) model.Under the availability of a data-set, the deep neural networks can be better trained.We are testing the features like serial number, security strip, face of gandhi, dot pattern, translucent of gandhi, reserve bank emblem.Such a model may then be built into a smart-phone android app and can help people in detecting fake notes in case of suspicion in real time with just an image taken through the smart-phones camera.