Heating, rolling, drying cutting – producing flat sheet steel is a delicate process and can lead to surface defects.
Detecting these – often very small – defects by visual inspection is time consuming and error prone.
1. Existing data from cameras in the production line is annotated
2. Data is preprocessed and used to train a Convolutional Neural Network
3. The algorithm is integrated into the production system
... and many more