Edge inference device test

Runs two vehicle-inspection models in your browser and reports what your device can do.

Before you start
  1. Use Chrome on Android, or Safari on iPhone.
  2. Stay on Wi-Fi — it downloads about 40 MB the first time.
  3. Keep the screen on and don't switch apps until it finishes.
  4. When it's done, tap Copy report and paste it back to the team.
â–¶ Run the main test
~3 minutes. Tests all three runtimes, checks accuracy against a reference, and measures speed on 8 real inspection photos.
GPU capability check
~5 seconds. Reports whether WebGPU is available and which GPU you have. Useful if the main test fails.
Accuracy benchmark (optional)
~3 minutes, extra 16 MB. Runs 200 validation images and computes detection accuracy on your GPU.

Everything runs locally on your device. No photos or data leave your phone — results are only shared if you copy and send them.