Adaptive generative adversarial network (GAN) for small datasets

• Main Author: Liu, Chang
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Data; Engineering::Computer science and engineering::Software::Programming techniques
• Online Access: https://hdl.handle.net/10356/147096
• Institution: Nanyang Technological University

This paper starts from the basic mathematic knowledge in the deep learning network, then introduces some helpful and important infrastructure networks, it will also show programming tools and pods to help us build up our network. After that, this paper introduces the basic principle of GAN and analy...