object to be inspected

COMMONLY AVAILABLE "CRACKERS" ON THE MARKET ARE INSPECTED USING THE IMAGE CLASSIFICATION FUNCTION, AN AI VISUAL INSPECTION.

Conventional inspection methods...

Our conventional "Good Product Comparison Inspection Method" requires the definition of a good product, and it was difficult to inspect the shape of the rice cracker, the state of adhesion of the laver, the state of baking color, and other factors that make the appearance of an unstable product.

checking process

Study Preparation

Classify images to be studied as "OK" or "NG".

Image-by-image

This is "OK" : yellow
This is "NG" : light blue

and categorize them.

AI LEARNING

AI TRAINING OF CLASSIFIED IMAGES.

Detection results

Horizontal axis: Judgment result by AI Vertical axis: Original OK, NG classification

*Test result by this image classification AI learning is
■OK items: 10 ■NG items: 13

All of them were correctly judged for the following items.