Work
VLM · Check
Frame match
One frame from the task camera compared with the step that should be happening.

The problem
A pretty description of the room is not a check. The model has to say match or not.
What we built
- Frame plus expected step
- A yes, no, or unsure result
- The unsure cases left for a person
Tell us what you need built.
A short note on the device, the user, and the deadline is enough to start.
