Generative fashion // let fantasies flourish
Fashion Buddy is an app that allows users to upload or snap a photo of an outfit they like and receive real-time recommendations of similar products available for purchase. Powered by Google Vertex AI and Astra DB, the app utilizes Google’s Gemini Provision model to interpret images and generate descriptions, which are then vectorized and stored for future retrieval.
Here’s how it works:
1. Users upload a photo of an outfit.
2. The Gemini Provision model describes the clothing in the image.
3. This description is converted into vector embeddings and stored in Astra DB.
4. When users upload an image, the app performs a vector query against the stored dataset to find similar items and displays the results.
Fashion Buddy also allows filtering results by gender, category, and other attributes. This architecture can be adapted for other applications beyond fashion, demonstrating the flexibility and power of combining Google’s AI models with Astra DB.
DRESSX Gen AI is an app that uses generative AI to transform outfits in photos and create new high-quality looks from text prompts almost instantly.
Users can upload or snap a photo, choose from pre-made AI-generated looks, or describe their desired style to receive custom outfit suggestions. The app caters to various scenarios including professional attire for LinkedIn, eye-catching outfits for dating apps, video game character costumes, superhero gear, space travel looks, festival fashion, first date outfits, and flirty dresses for private occasions. It allows users to explore and experiment with different styles, providing a fun and interactive way to enhance their fashion choices.
// in progress…
