Customized image synthesis using diffusion models

• Main Author: Fu, Guanqiao
• Other Authors: Liu Ziwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Diffusion model
• Online Access: https://hdl.handle.net/10356/175199
• Institution: Nanyang Technological University

Recently, diffusion models have become a powerful mainstream method for image generation. Text-to-image diffusion models, in particular, have been widely used to convert a natural language description (e.g., ‘an orange cat’) to photorealistic images (e.g., a photo of an orange cat). These pre-tra...