Abstract
In this research, we aim to detect ships sailing around our ship from river navigation images using Faster R-CNN and predict their course. We changed the parameters of Faster R-CNN and compared detection rates of ships. We detected navigating ships as obstacles using the best discriminator and river navigation images for evaluation. We predicted the course of the detected navigating ships. The results are summarized as follows:
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