Development of a Module for Converting Raster Images into Vector Images Created Through Artificial Intelligence

The growing demand for creative and recreational activities has led to the development of an AI-powered platform that automates paint-by-numbers canvas generation. By integrating image segmentation, color extraction (using K-means clustering), and vectorization, the system transforms user-uploaded images into customizable paint-by-number templates with precise color palettes. Leveraging OpenAI’s DALL-E for image generation, the platform simplifies a traditionally labor-intensive process while maintaining high-quality outputs. Usability tests confirm high user satisfaction due to its intuitive interface and high-resolution results. Beyond artistic applications, the tool also offers therapeutic benefits by promoting mindfulness and stress reduction, bridging the gap between technology and creative expression for both hobbyists and businesses.