What this page does
Serves a polished dashboard and uses the browser camera directly, so deployment does not depend on Render accessing a physical webcam.
Live CNN Camera
Real-time face mask detection.
Open your browser camera, run face detection in the page, and review mask predictions without depending on server-side webcam access.
Camera
Offline
Detection Result
No Feed
Confidence
0.0%
Stream idle
Browser Camera
Processing
Camera preview disabled
Click Start camera to open your local webcam and begin detection in the browser.
How it feels
Minimal controls, clear status feedback, and a focused layout designed for demos and local testing.
How to use
Open the deployed page, allow camera access in the browser, and start detection from the page controls.