The Technology Stack
Text-to-fashion AI uses image generation models (Stable Diffusion XL, Flux) fine-tuned on fashion datasets. ControlNet provides pose and silhouette control. IP-Adapter enables style consistency. SAM 3 handles garment segmentation. The full stack is commercially licensable, making a TextToFashionAI platform viable from day one.