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— Project 05 / AI
Vision Studio.
Vision Studio.
Image classification, fully on-device.
Image classification playground using on-device ML — no servers, no data leaving your browser.
05
The challenge
Most ML demos require uploading images to a server, raising privacy concerns and adding latency. I wanted to prove on-device inference could feel just as snappy.
The approach
Loaded a quantized MobileNet model in the browser with WebGPU acceleration. Built a simple, fast UI for live webcam classification and batch image testing.
The outcome
- Inference at 60fps on modern hardware
- Zero data leaves the device — full privacy
- Featured on a major dev community