Deep CNN-LSTM supervised model and CNN self-supervised model for human activity recognition

• Main Author: Liao, Zixin
• Other Authors: Kwoh Chee Keong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166096
• Institution: Nanyang Technological University

Human Activity Recognition (HAR) has garnered significant interest from researchers in past decades. With the quick development of wearable sensor technology and the high availability of smart devices, e.g., accelerometers and gyroscopes embedded in smartphones, HAR has become a popular field of res...