Watch-based hand activity recognition through machine learning

• Main Author: Zhao, Qingmei
• Other Authors: Pan Jialin, Sinno
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/73996
• Institution: Nanyang Technological University

To discover a novel and innovative way to interact with smartwatch beyond the tiny touchscreen, my Final Year Project (FYP) focus on recognizing the hand activities of people drawing numbers 0-9 in the air while wearing smartwatch on their hand. A 2-stage hand activity recognition system is proposed...