Packaging artwork version classification and order matching
Old and new artwork versions are easily confused on similarly coloured cartons. Reading a code alone does not verify that the printed layout belongs to the order.
Store the artwork class and expected-version match with the image; a confident wrong version is also rejected. Transfer an UNKNOWN carton to the review nest.
- 01 Recipe
- 02 Raw image
- 03 Class scores
- 04 Confidence gate
- 05 Route
Load the class expected by the order.
- Top class score
- —
- Top-two class gap
- —
- Hold for review
- —
Scenes are illustrative simulations; they are not customer references or performance guarantees.
Solution approach
The controlled image ROI is classified; the raw image and C1/C2/C3 scores appear separately. The order class and confidence threshold are evaluated together. Match the carton-face layout class to the order. A third mixed artwork example is quarantined because its score is low.
Process steps
- 01
Recipe
Load the class expected by the order.
- 02
Raw image
Trigger the specimen under fixed lighting and link the image to its ROI.
- 03
Class scores
Reveal the three illustrative class scores as comparative bars.
- 04
Confidence gate
A low score becomes UNKNOWN; a confident wrong class is also not accepted.
- 05
Route
Release the accepted example and transfer the others to the review nest.
Related applications
Let us assess your application together
We test your sample in our laboratory and report on resolution, optics and lighting selection.