StyleSphere: Conversational Fashion Outfit Generator powered by Generative AI

Artificial Intelligence (AI) has gained traction in the fashion domain, particularly with Generative AI technologies. Our study presents a unique text-to-image generator tailored for fashion, leveraging Generative Adversarial Networks (GANs), notably the StackGAN variant. This model translates textual fashion descriptions into visually appealing images, offering a stream-lined approach to design conception. Validation demonstrates its ability to produce photo-realistic fashion visuals, bridging the gap between concept and visualization. Our research con-tributes to advancing AI-driven solutions in fashion, facilitating streamlined design workflows and encouraging creativity. This integration of AI with fashion design practices has the potential to revolutionize the industry, offering new avenues for creative expression and addressing contemporary design challenges.