A study of CNN transfer learning for image processing

• المؤلف الرئيسي: Koh, Yee Zuo
• مؤلفون آخرون: Kai-Kuang Ma
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145039

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...