Ultra-low power real-ime object detection based on quantized CNNs

• Main Author: Chew, Jing Wei
• Other Authors: Weichen Liu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/148048
• Institution: Nanyang Technological University

With the recent proliferation of deep learning-based solutions to object detection, the state-of-the-art accuracy has been increasing far beyond what was achievable using traditional methods. However, the hardware requirements for running these models in real-time are high, so they are expensive to...