COLUMBIA DEMO LAB← Vision Model

VISION MODEL / LIVE OBSERVER

Watch the device work.

Computation stays on the phone. This view receives metrics and a small standardized-sheet preview once per second.

Create a session or open an observer link from your phone.

Standardized sheet

Not raw camera video. Network delivery time is separate from on-device computation. A stale view does not mean the phone stopped.

VALID RESULTS / SEC—
P95 UPDATE—
MAXIMUM UPDATE—
Waiting for phone…