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

• المؤلف الرئيسي: Chew, Jing Wei
• مؤلفون آخرون: Weichen Liu
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: 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...