Image data processing method and system based on cloud computing service
An image processing and cloud computing technology, applied in computing, computer parts, physical realization, etc., can solve the problems of poor image data processing effect and high labor cost, and achieve the effect of reducing labor cost and improving image data processing effect
Active Publication Date: 2021-09-17
SUZHOU ZHIYUN CHUANGYU INFORMATION TECH CO LTD
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[0002] At present, in the image data processing for cloud computing services, the image data processing is mainly performed after the distribution of each image processing data is performed manually. However, this method requires high labor costs and the image data processing effect is poor.
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[0035] In order to enable students in the technical field to better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is a part of embodiments of the present invention, but not all embodiments. According to the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0036] The terms "first", "second", "third", etc. (if any) in the description and claims of the present invention and the above drawings are used to distinguish similar objects and not necessarily to describe a specific order or sequentially. It is to be understood that the data so used are interchangeable under appropria...
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Embodiments of the present invention provide an image data processing method and system based on cloud computing services, by acquiring target image processing data for monitoring cloud computing containers, processing data according to target images, and image processing contained in cloud computing containers The information of the model strategy generates the information of the target image coding feature map, and then determines the upsampling data of the convolutional neural network unit corresponding to the image processing model object corresponding to the cloud computing container and the convolution of the target image coding feature map type corresponding to the cloud computing container The upsampling data of the neural network unit, so that the upsampling data of the convolutional neural network unit corresponding to the cloud computing container according to the image processing model object, and the upsampling data of the convolutional neural network unit corresponding to the cloud computing container according to the target image encoding feature map type , to determine the upsampled data for the target ConvNet unit. In this way, the labor cost can be reduced, and the image data processing effect can be improved.
Description
technical field [0001] The present invention relates to the technical field of image data processing based on cloud computing services, in particular, to an image data processing method and system based on cloud computing services. Background technique [0002] At present, in the image data processing for cloud computing services, the image data processing is mainly performed after the distribution of each image processing data is performed manually. However, this method requires high labor costs and the image data processing effect is poor. . Contents of the invention [0003] In view of this, the purpose of the embodiments of the present invention is to provide a cloud computing service-based image data processing method and system, which can reduce labor costs and improve image data processing effects. [0004] According to an aspect of an embodiment of the present invention, there is provided a cloud computing service-based image data processing method, which is appli...
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IPC IPC(8): G06K9/62G06N3/06
CPCG06N3/06G06F18/213G06F18/24
Inventor 屈建芬
Owner SUZHOU ZHIYUN CHUANGYU INFORMATION TECH CO LTD