Method, system and equipment for realizing ship identification through AI image training
An identification method and technology for ships, applied in the field of ship identification, can solve the problems of AIS equipment being closed or not opened, the identification distance is small, and the ship number cannot be identified, and the effect of simple and reliable equipment connection, simple process and convenient maintenance is achieved.
Active Publication Date: 2022-07-22
青岛恒天翼信息科技有限公司
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Problems solved by technology
[0002] At present, ship number identification mainly adopts RFID, AIS ship identification and other methods. This method can accurately identify the ship number of ships entering and leaving the port, but it is limited by the small identification distance of RFID and the problems that AIS equipment is turned off and not turned on, and RFID needs to be constructed on the ship. Installation, without installing RFID on the ship, the ship number cannot be identified, which has brought many problems to ship management, especially foreign ship management
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[0044] The present invention will be further described below with reference to specific embodiments, and the advantages and characteristics of the present invention will become clearer with the description. However, these examples are only exemplary and do not constitute any limitation to the scope of the present invention. It should be understood by those skilled in the art that the details and forms of the technical solutions of the present invention can be modified or replaced without departing from the spirit and scope of the present invention, but these modifications and replacements all fall within the protection scope of the present invention.
[0045] see Figure 1 to Figure 8 , the invention relates to an AI image training method for realizing ship identification,
[0046] Include the following steps:
[0047] S1. Use two cameras to automatically track and capture the sailing ship;
[0048] S2. Perform ship identification on the captured video frames through the fi...
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The invention relates to a method, system and equipment for realizing ship identification through AI image training, and belongs to the field of ship identification, and the method comprises the following steps: S1, carrying out the automatic tracking and snapshot of a sailing ship through two cameras; and S2, ship identification is carried out on the captured video frames through the first camera, ship photos are processed into clear pictures from the video frames acquired by the first camera, the clear pictures are sent to a ship identification server for identification, and whether ships exist in the captured images or not is identified. The system has the advantages that structural design is simplified, modularized and automatic, ship recognition is accurate, the process is simple, equipment connection is simple and reliable, maintenance is convenient, modularization can conveniently and continuously improve the recognition effect in the future, manual intervention is not needed for automation, a camera automatically captures a target ship, a bounding box is drawn around the target, and the system is high in efficiency and high in practicability. And marking the position of the target on the image.
Description
technical field [0001] The invention relates to a method, system and device for realizing ship identification through AI image training, and belongs to the field of ship identification. Background technique [0002] At present, the ship number identification mainly adopts RFID, AIS ship identification and other methods. This method can accurately identify the ship number entering and leaving the port, but it is affected by the problems of the small identification distance of RFID and the problem that the AIS equipment is turned off and cannot be turned on, and the RFID needs to be constructed on the ship. Installation, the ship number cannot be identified without installing RFID on the ship, which brings many problems to ship management, especially foreign ship management. At present, ports and docks increasingly need a ship and ship number identification system, which can automatically take pictures of ships directly through cameras, obtain images of ship numbers on board, ...
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Login to View More IPC IPC(8): G06V20/40G06V30/148G06K9/62G06V10/764
CPCG06F18/241
Inventor 王光峻刘善田张恒张骏邓峰刘洋邱亮
Owner 青岛恒天翼信息科技有限公司