Use Cases in Manufacturing Operations
Three use cases stand out in terms of their suitability for kick-starting a manufacturer’s AI journey:
- Intelligent maintenance.
- Product quality control.
- Demand planning.
The production process of flat sheet steel is especially delicate. From heating and rolling, to drying and cutting, several machines touch flat steel by the time it’s ready to ship.
Bayanat Delivers defect detection algorithm to classify surface defects on a steel sheet by predicting the location and type of defects found in steel manufacturing.
We have four types of Defects classified by (1,2,3,4).
using pre-trained Keras segmentation models to predict the defects in steel sheets images.
below is the comparison between trained images and predicted ones.