A study of CNN transfer learning for image processing

• Main Author: Koh, Yee Zuo
• Other Authors: Kai-Kuang Ma
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/145039
• Institution: Nanyang Technological University

Transfer learning, a domain of machine learning, seeks to be an efficient solution over traditional machine learning techniques by adapting existing convolutional neural networks (CNN) to suit a new problem. Adapting a CNN for transfer learning can be done through the changing of hyperparameters and...