Reference approach
Capture the pizza from above under consistent lighting. Compare ingredient presence and spatial distribution with a recipe-specific visual standard.
What a pilot should establish
- Test overlapping toppings, cheese coverage, lighting variation and acceptable recipe variation.
- Agree the pass, fail and uncertain outcomes before testing. Record incorrect accepts and incorrect rejects separately using an independent sample set.
Visible appearance cannot establish ingredient weight, allergens or microbiological safety without separate evidence.
Outputs and line integration
Define the result required by the next process step, the time available to return it and the action for an uncertain result. Where records are needed, keep the image and decision tied to the inspected item or handling event.
Technical reference
Share recipe standards, topping examples and line presentation. We can define the imaging approach, integration points and a sample-based validation plan.
Evaluate this application
