System and Method for Generating HMI Graphics

An industrial automation system implementing machine learning for generating human machine interface, HMI, graphics, wherein the industrial automation system comprising:

• a processing unit;
• a memory communicatively coupled to the processing unit;
• and
• a graphic object detection model communicatively coupled to the processing unit and the memory, the graphic object detection model configured to:
• receive a migrated HMI graphics, wherein said migrated HMI graphics being obtained from a legacy HMI graphics and wherein said migrated HMI graphics comprises at least one industrial object,
• identify at least one missing industrial object in said migrated HMI graphics using a historical HMI labelled dataset of the at least one industrial object, wherein the at least one industrial object comprises a graphical object and a data object,
• correct the migrated HMI graphics to include said at least one missing industrial object,
• generate a corrected HMI graphics comprising said at least one missing industrial object, and
• transmit a notification indicating the corrected HMI graphics to a computing device.

A computer program product comprising a non-transitory computer readable medium, having thereon a computer program comprising program instructions, the computer program being loadable into a graphic object detection model and configured to cause execution of a method when the computer program is run by the graphic object detection model, the method being caused to be executed comprising:

• receiving a migrated HMI graphics, wherein said migrated HMI graphics being obtained from a legacy HMI graphics and wherein said migrated HMI graphics comprises a plurality of industrial objects;
• identifying at least one missing industrial object in said migrated HMI graphics using a historical HMI labelled dataset of the at least one industrial object, wherein the at least one industrial object comprises a graphical object and a data object;
• correcting the migrated HMI graphics to include said at least one missing industrial object;
• generating a corrected HMI graphics comprising said at least one missing industrial object;
• and
• transmitting a notification indicating the corrected HMI graphics to a computing device.