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Main interface showing the virtual try-on experience
> cat ~/artifacts/ai-changing-room/README.md
AI Changing Room
In BetaVirtual clothing try-on simulator using generative AI and advanced image processing.
Date
2024-02
Duration
1 month
Team
solo
Difficulty
hard
Project Story
AI Changing Room started as an experiment in virtual fashion UX. Users upload photos and preview outfit variations generated by AI.
The hardest part was running advanced models locally on a MacBook Air M1 without dedicated GPU while preserving usable response times.
Technical Details
Tech Stack
Key Features
Virtual clothing try-on
User photo upload and processing
Multiple style outputs
Fast iteration workflow
Cross-platform usage
Challenges Faced
No dedicated GPU
Inference time optimization
Realism consistency across inputs
Expectation management in beta stage
Key Learnings
Model optimization is key on constrained hardware
UX clarity matters in AI-heavy tools
Image preprocessing quality impacts output realism
Performance and quality trade-offs must be explicit
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