MobileNetV3-based Handwritten Chinese Recognition Towards the Effectiveness of Learning Hanzi
Suwarno Liang,
Tony Tan,
Jonathan Jonathan
Abstract:Writing Mandarin characters is considered the most challenging component for beginners due to the rules and character formations. This paper explores the potential of a machine learning-based digital learning tool for writing Mandarin characters. It also conducts a comparative study between MobileNetV2 and MobileNetV3, exploring different configurations. The research follows the Multimedia Development Life Cycle (MDLC) method to create both the application and machine learning models. Participants from higher … Show more
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