AI object detection identifies and locates maritime objects using deep neural networks, enabling safer vessel navigation and collision avoidance. Object detection is one of the most fundamental and challenging problems in computer vision. It focuses on identifying and localising instances of predefined object classes (such as boats, humans, animals) in digital images. What is object …