Packaging Virtual Image-Aided Generation Platform with Digital Twin: Innovations in Image Synthesis and Digital Twin Integration for Product Design Optimization

Packaging Virtual Image-Aided Generation Platform with Digital Twin, combining advanced image generation techniques and digital twin technology is introduced. Departing from traditional 3D model construction, the platform utilizes accumulated images and synthesis techniques for efficient scene representation. Challenges include accurate matching and image fidelity improvement. Practical applications span advertising, fashion, gaming, and data enrichment. Supported by extensive literature, the methodology employs a state-of-the-art image generation algorithm and a GAN network architecture. Conceptualized within a digital twin framework, the platform simulates design tasks and physical entities. The simulation section demonstrates its efficacy in generating high-quality virtual packaging images, offering innovative solutions for product design and expanding digital twin applications.