afiorg9000/womxn-genai-hack

AI Garment Fitting

GEN AI WOMXN HACKATHON

Enclothed

Welcome to Enclothed, your personal virtual fitting room accessible right from your colab! With Enclothed, you can upload photos to create an AI version of yourself, choose your body type and measurements, and try out clothes with confidence—all in the comfort of your own space.

Technologies Used

• Python: For scripting and automation.
• Google Colab: For running code and collaborating.
• Stable Diffusion: For generating high-quality images.
• Dreambooth: For personalized model training.
• Replicate API: For integrating and scaling model deployments.

Usage

1. Train Dreambooth: Start by training Dreambooth with the user's selfie and photos to personalize the experience.
2. Generate Model Preview: Preview the AI-generated model of yourself.
3. Enter Biometric Data: Input your biometric data to customize the model further.
4. Try-On Garment Fitting: Use the Replicate API to try on different garments and see how they look on your AI model.

Future Implementation

Our vision for Enclothed is to develop it into a comprehensive virtual try-on app, allowing users to visualize their entire wardrobe on their personalized AI model effortlessly. This will make choosing outfits quicker, easier, and much more fun!

Contributors

• Zhuyuan He
• Agrima Bahl

Acknowledgments

Special thanks to Scale AI for hosting this innovative event. We're also incredibly grateful for the support from GitHub, OpenAI, Cohere, and Microsoft for Startups, whose contributions were vital in making this hackathon a success.