Product Poster Generation

Product poster generation aims to automate the design process, improving efficiency and reducing costs. Recent research focuses on developing sophisticated generative models, such as diffusion models, that integrate planning and rendering stages to create visually appealing and textually coherent posters, moving beyond simpler image-inpainting approaches. This involves creating algorithms that intelligently arrange product images and text, considering both visual aesthetics and semantic meaning. The development of large, annotated datasets is crucial for training these models and advancing the field, ultimately impacting marketing and advertising industries.