Outfit Idea Generator: Personalized AI-Powered Fashion Suggestions

October 23, 2024

The Outfit Idea Generator is a unique application designed to help users discover stylish and personalized outfit ideas based on their existing wardrobe. By combining user preferences with OpenAI’s DALL-E, the tool generates creative outfit suggestions tailored to individual tastes.

Features

Wardrobe Input: Users can upload pictures of their clothes to the application.
Outfit Suggestions: The tool provides initial outfit ideas derived from the uploaded wardrobe.
User Feedback Loop: Users review suggestions and provide feedback:

  • Selecting “Yes” adds the outfit to a favorites list.
  • Selecting “No” discards the outfit.
    AI Enhancement: The favorites list is sent to DALL-E to generate new, creative outfit ideas.
    Continuous Improvement: The cycle of generating and approving outfits repeats until the user finds a satisfying AI-generated outfit.

How It Works

  1. Upload Wardrobe: Users add pictures of their clothing items.
  2. Initial Suggestions: The application generates outfit ideas based on the uploaded wardrobe.
  3. User Feedback: Users approve or reject outfits:
    • “Yes”: Outfit added to favorites.
    • “No”: Outfit discarded.
  4. AI Generation: DALL-E creates new outfits based on the favorites list.
  5. Final Selection: The process repeats until a preferred outfit is found.

Thoughts

When Building: Throughout the building of this software I came into many issues with the image generation and being able to generate images that related to the initial pictures. I also had bad designs for the UI and the whole process of presenting the image generation and fetching photos to use to get similarities. Overall, it was a fun project to make for a Hackathon, there were many areas to improve upon when I look back on doing this project.