Mini Project Category

Artificial Intelligence

AI Changing Room

In Beta

Virtual clothing try-on simulator using generative AI and advanced image processing.

Date

2024-02

Duration

1 month

Team

solo

Difficulty

hard

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.

PythonStable DiffusionOpenCVFastAPIImage Processing

Virtual clothing try-on

User photo upload and processing

Multiple style outputs

Fast iteration workflow

Cross-platform usage

No dedicated GPU

Inference time optimization

Realism consistency across inputs

Expectation management in beta stage

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

Resume helper focused on showcasing AI skills

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If you want to build a practical AI feature like this in your product, reach out and I can help with architecture, prototyping, and delivery.