Precisely counting manatee aggregations inside a area is essential but difficult. Harnessing the facility of AI, researchers are utilizing a deep learning-based crowd counting strategy to routinely rely the variety of manatees in a delegated area, utilizing photographs captured from CCTV cameras, that are available, as enter. The pioneering examine not solely addresses the technical challenges of counting in advanced out of doors environments but additionally affords potential methods to help endangered species.