Image data acquisition and processing method, system, intelligent camera, and server

Abstract

The present application relates to a collection and processing method and system of image data based on artificial intelligence technology, a smart camera, and a server. The image data is processed by AI calculation, and the required effective image information is identified and extracted, and finally the effective image information instead of the original image data is transmitted to the server. It can be seen that this application proposes a The edge computing model of image acquisition and processing, based on this model, the processing task of image data can be transferred from the server side to the camera side of the network edge node for execution, so that the collected image data can be directly processed at the camera side of the network edge node Invalid data filtering effectively reduces the amount of subsequent data transmission, thereby reducing the occupation of network resources during data transmission and reducing the delay of data transmission.

Description

technical field [0001] The application belongs to the technical field of information collection and processing of the Internet of Things based on artificial intelligence, and in particular relates to a method, system, and intelligent camera and server for collecting and processing image data. Background technique [0002] In the Internet of Things environment, traditional data collection is usually implemented based on a central computing model. Taking the collection of image data as an example, under this central computing model, such as figure 1 As shown, first, each camera performs image collection (such as taking images or recording video streams, etc.), and then transmits the collected image data to the server in the data center through the gateway device, and then the server extracts the data from the collected images based on the corresponding AI algorithm. Effective image information (such as face data, vehicle information, etc.), and store the extracted effective im...

AI Technical Summary

Problems solved by technology

[0003] This kind of data collection method based on the central computing model, because the required data processing needs to be performed on the server side of the data center, the camera needs to transmit the full amount of original image information collected to the server, which will inevitably lead to a large amount of data transmission , the data redundancy is large, and a large amount of data transmission often requires a large network bandwidth and a long data time consumption, so this method has defects such as needing to occupy more network resources and large data transmission delay

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