Eye Tracking & a11y on the Edge: Build an Eye Tracking With AI Running on Your Device!
watch on portal.gitnation.org ↗https://portal.gitnation.org/contents/eye-tracking-and-a11y-on-the-edge-build-an-eye-tracking-with-ai-running-on-your-devicesummary
Demonstrates building a webcam-based eye-tracking system using on-device AI models in JavaScript (browser/device edge), combining facial and eye detection models, linear regression, and a real-time calibration loop. Presents experimental results, discusses accuracy, limitations, performance trade-offs in on-device optimization, and suggests potential improvements for accessibility and human–machine interaction using open-source tools.
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