Effective image synthesis for effective deep neural network training

• المؤلف الرئيسي: Cui, Kaiwen
• مؤلفون آخرون: Lu Shijian
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/174934
• المؤسسة: Nanyang Technological University

State-of-the-art deep neural networks (DNNs) necessitate a significant number of images to achieve accurate and robust models. However, gathering a large amount of images remains the prevailing approach, which proves expensive, time-consuming, and challenging to scale across different tasks and d...