How to find anomalies with machine vision

Scratches, cracks, shape defects and other product errors can be safely detected with the help of machine vision. Afterwards, the respective products can be sorted out before they go to the customer or before they are further processed.
This HowTo video shows step-by-step how IDS NXT cameras are trained to distinguish both known and unknown deviations from the "typical" object appearance using anomaly detection. This can reduce manual visual inspections while detecting and preventing errors early in a production process. With IDS NXT, such tasks can be solved easily and quickly, without in-depth knowledge of image processing or application programming. After all, not one line of source code needs to be written to achieve this.