Benchmarking embedded deep learning hardware for computer vision

• Main Author: Ching, Amos Li En
• Other Authors: Mohamed M. Sabry Aly
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/138345
• Institution: Nanyang Technological University

The rapid rise of artificial-intelligence (AI) applications on big data such as image collection, has triggered a growing interest for companies to design ASICs (application-specific integrated circuit) for various AI applications. ASICs designed for AI application are playing an important role due...