About The Client
Combed & Cool is an AI-powered virtual fashion platform that allows users to try shirts, t-shirts, and shorts on a personalized virtual avatar. Users upload their image, which is processed to generate a realistic avatar. Using AI and computer vision, users can experiment with different clothing designs, colors, and styles before making a choice. The platform also includes an AI design studio and a personal gallery to manage collections.
Key Features
- Virtual Try-On
- AI Recommendations
- Design Studio
- Personal Gallery
Challenge
Realistic Virtual Try-On & Image Processing
Generating realistic virtual try-ons from a single uploaded user image was a major technical hurdle. The system required accurate color replacement on clothing without degrading overall image quality or distorting natural lighting and shadow dynamics.
AI-Based Color Harmony & Recommendations
Implementing AI algorithms capable of analyzing color harmony and contrast recommendations in real-time posed significant logic complexity. The platform needed to dynamically suggest optimal shirt and short combinations based on color theory.
Gallery Management & Performance Scalability
Managing user-generated designs, custom uploads, and high-resolution gallery storage while ensuring smooth overall platform performance was essential—especially when handling heavy concurrent AI API calls and computer vision processing.
Solution
AI Integration & Computer Vision Pipeline
Integrated fal.ai's API to enable seamless AI-driven virtual try-on and garment mockups. Utilized OpenCV for precise color transformations and accurate garment recoloring without diminishing original image fidelity.
Intelligent Color Recommendation Logic
Implemented custom AI logic designed to recommend complementary shirt and short color combinations grounded in classic color theory principles. This provides automated, high-contrast, and stylish pairing suggestions to the user.
AI Design Studio & Personalized Gallery
Built a full-featured AI Design Studio allowing users to place logos, prints, and custom designs on apparel. Created a gallery feature allowing users to store, edit, favorite collections, upload custom palettes, and download high-quality PNG avatars.
Industry: Fashion Technology
Technology Stack
Built with cutting-edge technologies to deliver exceptional performance and scalability
Frontend
- React.js
- HTML5
- CSS3
- JavaScript
Backend
- Django
APIs
- Fal.ai API
- OpenCV
- AI Models
Result
Enhanced Engagement & Realism
Dramatically enhanced user engagement through interactive fashion experimentation and reduced purchase uncertainty with realistic try-on previews.
Smarter Personalization
Improved personalization through AI-driven color and style recommendations, making outfit selection intuitive and tailored to individual taste.
Creative Freedom
Empowered users with creative freedom via custom design studio tools, allowing seamless creation, saving, and downloading of personalized avatars and collections.
