Indoor UAV crowd investigation part 2 via computer vision applications and federated learning methods

• Main Author: Tan, Mitchell Ming Kai
• Other Authors: Dusit Niyato
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/151006
• Institution: Nanyang Technological University

In this report, the author examines different machine learning methods that aids in crowd counting in the novel context of a fixed location within NTU. The author aims to create an end-to-end solution by creating a self-made dataset and then testing it against contemporary ML models. As privacy is a...