Belt material flow detection method and device and belt material flow detection system

Abstract

The invention relates to a belt material flow detection method and device and a belt material flow detection system. The method comprises the following steps: acquiring a test sample image and a training sample image; marking the position of the material flow of the training sample image to obtain training sample data; training a pre-constructed material flow detection model by using the training sample data, and determining a material flow detection model corresponding to each weight; testing each trained material flow detection model by using the test sample image, and determining a target material flow detection model according to the accuracy evaluation result of each material flow detection model; and carrying out belt material flow detection on the to-be-detected image by utilizing the target material flow detection model. By applying the method in the field of computer vision deep learning to belt material flow detection, the detection accuracy and efficiency in a complex environment can be improved, the problems of missing detection and false detection of material flow detection are effectively solved, the equipment safety and the equipment utilization rate are ensured, the later maintenance difficulty is reduced, and resources are saved.

Description

technical field [0001] The present application relates to the technical field of material flow detection, in particular to a belt material flow detection method and device, and a belt material flow detection system. Background technique [0002] In recent years, with the rapid development of the national economy, the demand for energy is increasing day by day, and the high-efficiency transportation of coal is also very important. It has successively invested in the construction of Huanghua Port, Tianjin Port, Caofeidian Port, Jingtang Port and Qinhuangdao Port. A batch of special coal wharves ensure the supply of energy needed for the country's economic development. Coal in the port is generally transported by belt conveyors. The coal is dumped from the dumper to the belt conveyor, transported to the storage yard by stackers and stacker-reclaimers, and then loaded by shiploaders. Therefore, the belt conveyor is the main coal transportation equipment in the port. In the ent...

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Problems solved by technology

[0003] The traditional belt material flow detection technology is usually realized through contact-type tilt switches, pull-rope switches and other equipment. However, the inventor found that the above-mentioned methods usually have the following problems during the implementation process: contact-type tilt switch

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