AI Fashion House

Image generated with Imagen 4
Architecture diagram
Moodboard inspired by historical MET design_1950s New Look
Image generated with Imagen 4_Green Dress Rococo Style
Moodboard inspired by historical MET design_French Rococo

Inspiration

Margaret's passion for transforming fashion design and Google cloud technology + Henry's experience' building multi-agent systems. A perfect collaboration to blend our interests and expertise.

What it does

Fashion design is a complex process. We created a multi-agent system that helps automate the digital design process starting from a theme, then research and inspiration to design a fashion look, which can be presented with a 2D image and or video with music before posting on social media. ADK agents Google Cloud are used to automate this workflow.

How we built it

Look at the digital fashion design process, identify the pain points and how Google Cloud generative AI can help solve the problems. Daily pair programming and collabration.

Challenges we ran into

Trying to figure out how to create RAG with the MET data and how it would benefit the fashion design process. Define the digital fashion workflow and designing agents for the process.

Accomplishments that we're proud of

Being able to put together the project in such a short time.

What we learned

How to use ADK and Google Cloud, search grounding, RAG with MET data, web app with React.js & FastAPI.

What's next for AI Fashion House

Implement more features in the fashion design use cases. Moving beyond just dress design or RAG with historical data. Human in the loop to empower the designer as the decision maker.

Built With

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