FFRI - Artificial Intelligence in Fashion

Experimental AI software for enhancing and blending textile patterns and applying them to real garments.

The project

The Fashion Research Italy Foundation aims to promote Italian craftsmanship in the fashion sector through innovation and information. We collaborated with FFRI to create an innovative tool that leverages AI to enhance available archives containing sustainable designs and materials, providing designers and researchers with a platform to create new items that honor accumulated cultural heritage.

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The developed tool's front end can generate new concepts from a text prompt or by mixing two images to create an innovative design.

Requirements

  • Generating new images through AI by combining two or more selected images.
  • Graphic style/pattern transfer from an original image, applying it to a destination image.
  • Image search system within the available archive.

Stack

  • Frontend Web: NextJS + Typescript + Tailwind

  • Style Transfer: TensorflowJS with a pre-trained model

  • Image Generation: OpenAI DALL-E API

  • Backend for Archive Interface: Python + SOAP