Image data compression transmission method, system and computer-readable storage medium

Abstract

The invention discloses a compression transmission method, system, and computer-readable storage medium of image data, wherein the compression transmission method of image data includes: simulating a deep learning model of a cloud server, designing a local adaptive evaluation network; using the adaptive evaluation network to identify images Data, select the encoder control strategy corresponding to the image data, estimate the confidence of the cloud server on the image data; according to the minimum allowable bit rate corresponding to the confidence, control the image encoder to compress the image data, and obtain the compressed image data, Wherein, if the confidence level is higher, the minimum allowable bit rate is smaller; upload the compressed image data to the cloud server according to the minimum allowable bit rate. The technical solution of the present invention can solve the problem in the prior art that the image is easily over-compressed and the image is distorted, so that the cloud server can restore the image to a lower degree, and ensure that the cloud server has a higher model recognition degree for the compressed image data. , reducing bandwidth usage.

Description

Technical field [0001] The present invention relates to the field of image processing, and more particularly to a compression transmission method, a system, and a computer readable storage medium of image data. Background technique [0002] With the in-depth development of monitoring projects such as smart cities, peace cities and Tianwang systems, surveillance cameras have spread all over the streets. These surveillance cameras are not intended to collect image data, and the image data is increasing, and we are in a massive image era. [0003] See figure 1 ,in figure 1 In the application scenario shown, the image data collected by the monitoring camera 1 typically needs to transmit to the cloud server 3 through the wireless or wired network 2 to cause the cloud server 3 to analyze the processing, for example: the cloud server 3 utilizes depth learning technology to perform image data. Feature grab, image classification, and target identification, etc.. In the specific implementa...

AI Technical Summary

Problems solved by technology

[0006] The present invention provides an image compression transmission method, system, and computer-readable storage medium, aiming to solve the problem that in the prior art, the image is easily distorted due to excessive compression before image transmission, and the restoration degree of the image data by the cloud server is low; and If the amount of image compression is too low, the problem of occupying too much bandwidth

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