We are advancing our perception and situational awareness using a state-of-the-art neural detection and tracking stack for radar. Visualized are the ship tracklets based on only radar images as input; box colors represent unique track IDs. This latest version has impressively low false positives on noisy land without any preprocessing and individual track IDs have already reasonable persistence. Over time the detector will become better as we are collecting and labeling data on an daily basis. Captain AI Deep Learning Radar detector and tracker is now available for Furuno and Simrad radars and can both run in the cloud or on premise.