Instance-Based Learning Algorithms
Machine Learning
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Constructing diverse classifier ensembles using artificial training examples
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
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In this paper, we present a new technology device for help some blind people to perceive banknote and coin by voice. The system contains 2 sections: hardware and software. The hardware consists of 3 main parts: input part, processing part, and output part. The input part will get image from the camera (CMUcam1 [1], [2]). The processing part uses a microcontroller MCS-51 for classify banknote and coin. The output part uses voice recorder IC and speaker to show the voice of bank note and coin value. The software part performs to classifying type of banknote and coin. The banknote is classified from average red, green, and blue in RGB model. To classify the coin, difference of size is considered. We test the device with Thai banknote and Thai coin, and the result is correct about 80%.