Fish farm assets are complex, and the real world is noisy.  While AI can solve many problems, it cannot solve them all.

It is necessary to spend time trying to understand and restrict the problem. In a case inspection with ROV cameras for each issue of interest ( problem), it is necessary to create physical models and a set of image processing approaches first.

AI solution is integrated into a workflow and gives its best in objective measurements. But the story does not end there. Outputs of AI software solutions are extensive and interpretations need safe and solid statistics.

Even with very good and verified statistical tools, analyzing outputs of image/video analysis,  visual representation of the measured data is necessary. We combine different types of customized visual representation with a goal to make understanding and use of the data easy to use for the inspectors on everyday decisions.