The invention discloses an unmanned intelligent surveying vessel which comprises a vessel body, a thrusting device installed in the vessel body, a manipulator, a control system, a surveying system and a power-supply device. The vessel body comprises a body and side bodies symmetrically arranged at the two sides of the body. Each side body comprises an over-water portion, a hollow strut penetrating through the water surface and an underwater float bowl from top to bottom. The cross section of each underwater float bowl and the cross section of each strut are respectively of a vase shape with the narrow upper portion and the wide lower portion, the longitudinal section of each strut is of a shape with the thick middle portion and the two sharp ends, the head portion of each float bowl is oval, the tail portion of each float bowl is tapered off gradually and is of a smooth streamline, and the bottom face of each float bowl is parallel to the body. According to the unmanned intelligent surveying vessel, the novel double-body vessel type design is adopted, the underwater portion of each side body and the over-water portion of the side body are connected through the corresponding hollow strut with the thin and long streamline section, so that when surveying is conducted, the navigational speed is higher, the swinging degree of the vessel body is greatly reduced, and the efficiency and the accuracy of surveying are greatly improved.