A few thoughts for improvements. If the thumbnail visualization proves to be useful for validation and insights, perhaps we can add the ability to control the thumbnail rendering (say, with a slider bar to “tune” the image quality / histogram equalization). We could also offer the option to display the near-infrared band (or a combination of RGB+NIR). Another improvement (we’ve touched on briefly before) could be providing contextual information for the detection being displayed, e.g. sea state, depth, seafloor characteristics (roughness, hard/soft, composition, etc.), history of activity on that location (e.g. average number/length/speed of vessels, most common gear/class… within a radius from the detection), and so on.