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

• 主要作者: Chew, Jing Wei
• 其他作者: Weichen Liu
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/148048

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...