The emergence of AI intelligent drawing technology has completely revolutionized the traditional model of the design industry. With the help of smart technology, designers can quickly generate a large number of creative images in various styles and content. This greatly enhances design efficiency and has a revolutionary significance in promoting design innovation. This article focuses on the creative process in the design of children’s table lamps. It uses the AI drawing software “Stable Diffusion Web UI” based on deep generation technology as a tool to combine the professional skills of designers with AI drawing technology to achieve the creative design goal of personalized children’s table lamps. The specific content and methods include: (1) building a lamp image library, quantitatively describing the design style of children’s table lamps, extracting composition, and summarizing the different structural-semantic features of lamps. (2) Generating feasible creative lamp product ideas based on the Stable Diffusion Web UI software. Through research and exploration, the style description and structural characteristics of children’s table lamps were summarized, and the parameters for generating creative lamp ideas using the Stable Diffusion Web UI software were determined. This has been helpful in furthering the integration of artificial intelligence and product design.