Generating Print-Ready Personalized AI Art Products from Minimal User Inputs
This work advances generative AI applications for printed art products, potentially benefiting consumers, artists, designers, and businesses.
The paper tackles the challenge of creating high-resolution, print-ready AI art from minimal user inputs by addressing prompt complexity and low native resolution of diffusion models, achieving efficient production of diverse artistic images suitable for commercial use.
We present a novel framework to advance generative artificial intelligence (AI) applications in the realm of printed art products, specifically addressing large-format products that require high-resolution artworks. The framework consists of a pipeline that addresses two major challenges in the domain: the high complexity of generating effective prompts, and the low native resolution of images produced by diffusion models. By integrating AI-enhanced prompt generations with AI-powered upscaling techniques, our framework can efficiently produce high-quality, diverse artistic images suitable for many new commercial use cases. Our work represents a significant step towards democratizing high-quality AI art, opening new avenues for consumers, artists, designers, and businesses.