Part identification
Part counting
The inspection point
A count error shows up when the customer counts after delivery, and it erodes trust. Counting has to happen on the line, and stacked or side-lying parts have to be counted correctly, which is exactly where human counting goes wrong.
How it runs on the line
The unit is mounted to see the whole tray in a single frame. The model learns a full, correctly laid-out tray, so an empty slot and stacked parts come out as deviation. The result and the count reach packing control.
OKTwelve parts, count complete 
NOKEleven parts, one place empty
Application references
- Mode used
- Part identification
- Training set
- About 20 correct trays
- Output
- Count + pass/fail
- Decision time
- ~90 ms per part
Let us test your part.
We bring the unit to your line and measure your own part at your own line speed. The quote comes after that measurement.