Confidential [Indian steel manufacturer]
Steel sheet defect detection
Primary Industries and Infrastructure
A steel sheet manufacturing company wants to find defects in steel sheets using deep learning techniques to make quality checks accurate and fast.
The production process of flat steel sheet is especially delicate. From heating and rolling, to drying and cutting, several machines touch flat steel by the time it's ready to ship.
Now we have to detect defects in steel sheet images by localising and classifying surfaces on a steel sheet.
The images here show four types of defects which need to be detected.