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VITON Outfit Swap
Day
January 2023
Title
Product Lead
Link
Tools
Frontend: Built with Flutter for seamless cross-platform mobile development.
Backend: Powered by Django for efficient API management, payments, and user interactions.
AI Integration:
Custom model trained with PyTorch on VTON & Dress datasets for virtual try-ons.
Deployed on AWS single GPU servers, optimizing performance and cost.
Database: PostgreSQL or MongoDB for managing user profiles and interactions.
Analytics: Amplitude for tracking user engagement and insights.
Model Hosting: AI models served via AWS, optimized for efficient use of single GPU servers.
REST API: Developed with Django to integrate the frontend with AI model outputs for real-time virtual try-ons.
Outfitswap is an innovative application that allows users to try on clothes virtually before purchasing. Users input their measurements to create a custom body type, and then upload a full-body photo to see how different outfits will look on them. This project was developed in collaboration with an international team, with me serving as the project lead..
