Single-frame accuracy
One capture of a full tray, stack, or pallet face returns an exact count — no separate handling step.
Static Tray / Stack Counting
Count what's already arranged in front of the camera
For parts that sit still to be counted — a stack of rings before assembly, vials arranged in a tray, a pallet face at dispatch — nothing needs to move for vision to return an exact count in a single capture.
No motion, no problem
Not every count needs a moving line
A lot of counting happens on parts that are already stationary — a stack of piston rings staged before assembly, a tray of vials pulled for batch reconciliation, a pallet sitting at the dock waiting on dispatch. There's no belt and no fall path, just a fixed arrangement that needs an exact number.
A single overhead or angled capture is enough: the model separates touching or stacked units, counts them, and checks the total against what the job requires — flagging a short stack or a missing unit before it moves on.
Capabilities
What this solution delivers
Handles dense, overlapping layouts
Counts rings in a stack, vials packed edge to edge, or mixed SKUs on a pallet face without manual arrangement.
Verify against the required quantity
Flags a short stack, a missing vial, or a pallet that doesn’t match the manifest before it moves on.
Typical applications
Where it's used
Piston rings & stacked components
Vials & ampoules in trays
Pallet / SKU face counts
Kitted parts trays
Fasteners & connectors in bins
Counting parts in a tray, bin, or stack?
Send us your layout and required count — we'll share a feasibility view.