Image recognition method and device, equipment and medium
An image recognition and image technology, which is applied in the fields of artificial intelligence and finance, can solve problems such as excessive noise, large impact of light interference, partial exposure of images, etc., to improve success rate, improve accuracy and robustness, reduce noise and interference effect
Pending Publication Date: 2022-06-28
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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[0003] However, in the process of image recognition, the interference of light has a great influence. For example, due to factors such as insufficient focus or background light interference during the shooting process, the captured image will have partial exposure and insufficient clarity, which reduces image recognition. accuracy rate
Moreover, the inspection robot will take multiple images during an inspection task, and the light interference in each image is also different. There are too many noises in the captured image, which reduces the accuracy of image recognition.
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[0024] Hereinafter, embodiments of the present disclosure will be described with reference to the accompanying drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. In the following detailed description, for convenience of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It will be apparent, however, that one or more embodiments may be practiced without these specific details. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.
[0025] The terminology used herein is for the purpose of describing particular embodiments only and is not intended to limit the present disclosure. The terms "comprising", "comprising" and the like as used herein indicate the presence o...
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The invention provides an image recognition method which can be applied to the technical field of finance and artificial intelligence. The method comprises the following steps: in response to an image recognition request, obtaining first grayscale image data and a recognition type of a to-be-recognized image carried in the image recognition request; carrying out binarization processing on the first grayscale image data to obtain second grayscale image data; according to the identification type, determining target image data based on the initial image data and the second grayscale image data of the to-be-identified image; and inputting the target image data into an image recognition model corresponding to the recognition type, and outputting to obtain a recognition result of the to-be-recognized image. In addition, the invention also provides an image recognition device, equipment, a medium and a product.
Description
technical field [0001] The present disclosure relates to the technical fields of finance and artificial intelligence, and more particularly, to an image recognition method, apparatus, device, medium and product. Background technique [0002] The inspection equipment such as inspection robots in the computer room mainly obtains the current equipment operating status, operating parameters, Monitoring data, etc., to achieve the purpose of inspection. [0003] However, in the process of image recognition, the interference of light has a great influence. For example, due to insufficient focusing or background light interference and other factors during the shooting process, the captured image will have partial exposure and insufficient clarity, which reduces image recognition. 's accuracy. In addition, the inspection robot will take multiple images during an inspection task, and the light interference in each image is also different. The captured images have too much noise, whi...
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IPC IPC(8): G06V20/52G06V30/10G06V10/28
Inventor 赵家豪俞晓静
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA