Using Deep Learning and Camera Calibration, it was designed to classify and display ship types based on AIS and recognizing passing ships by CCTV images.
In addition, during the task of increasing the amount of images by changing the angle, color, left-right reversal, etc. of existing CCTV images and existing photos, the ship classification AI model was trained to improve the accuracy of deep learning.