Author : Michel Vinagreiro
Affiliation : Escola Politecnica da Universidade de Sao Paulo (EPUSP)
Category : Computer Science & Information Technology
Volume, Issue, Month, Year : 12, 5, September, 2021
Computer vision plays a crucial role in Advanced Assistance Systems. Most computer vision systems are based on Deep Convolutional Neural Networks (deep CNN) architectures. However, the high computational resource to run a CNN algorithm is demanding. Therefore, the methods to speed up computation have become a relevant research issue. Even though several works on architecture reduction found in the literature have not yet been achieved satisfactory results for embedded real-time system applications.
Keyword : Convolutional Neural Networks, Deep CNN model Acceleration, Advanced Driver Assistance Systems