Generative AI for Custom Fashion Design Integrating AI with E Commerce Platforms
The Fashion Design Platform and its core innovation in this web application using Generative AI to produce unique fashion designs using Stability Diffusion. Users can further dress clothes on various bodies according to properties such as skin color and size and height. It has three different AI models- a text-to-image model, to produce designs based on given descriptions; an image-to-image model, to transform any existing designs into new ones with the click of a button; and a simulator, which enables the user to imagine her custom designs on any number of body types. It is also allied with Flipkart, allowing users to choose clothing items and alter them with AI-generated designs. This integration of fashion and technology would offer a customer-specific, interactive shopping experience where creativity and the advanced capabilities of AI come together to allow users to design, visualize, and personalize a fashion item according to their style.
Authors
- A Jadhav (ORCID: https://orcid.org/0009-0002-6032-9249)
- Vaishali Jabade
- Harsh Shrivastav
- Nikita Harak
Publication Details
- Published
- 2024-11-18
- DOI
- https://doi.org/10.1109/icdici62993.2024.10810858
- Citations
- 3
- Primary Topic
- Impact of AI and Big Data on Business and Society
- Type
- article
- Field-Weighted Citation Impact
- 1.47