Composite material surface texture generation and cultural and creative design application based on generative adversarial networks

Key Points

• The aim is to explore surface texture generation for composite materials using generative adversarial networks (GANs).
• Utilized generative adversarial networks to generate surface textures.
• Applied textures in cultural and creative design contexts.
• Evaluated the effectiveness of generated textures in design applications.
• Successfully created diverse surface textures for composite materials.
• Demonstrated potential for enhancing creative design in cultural applications.