In July 2018, the 210 AUV and 324 AUV of Pengpai Marine Exploration Company successfully completed the sand wave landform survey in Jiaozhou Bay and collected the acoustic image of the underwater sunken ship in Jiaozhou Bay. The data is analyzed and processed, and the machine learning algorithm is used to recognize the sand wave characteristics, and good results are obtained.