Visualization of measured values for Fish farm inspections (ROV)
Fish farm assets are complex, and the real world is noisy. While AI can solve many problems, it cannot solve all of them.
It is necessary to take the time to understand and reduce the impact of the problem. In the case of inspections with ROV cameras, it is first necessary to create physical models and a set of image processing approaches for each issue of interest.
The AI solution is integrated into the workflow and provides the best possible objective measurements. But the story does not end there. AI software solutions have extensive outputs whose interpretation requires safe and solid statistics.
Even with very good and verified statistical tools, a visual representation of the measured data is also necessary when analyzing the outputs of image/video analyses. We combine different types of customized visual representations with the goal of making the data for inspectors easy to understand and use for everyday decisions.
Check our KARMENstudio solutions.