Multi-thread image processing method and device

Abstract

The embodiment of the invention provides a multi-thread image processing method and device, and the method comprises the steps of obtaining initial image data sent by a smart camera device, and carrying out the preprocessing of the initial image data, and obtaining target image data; receiving request information sent by the intelligent camera equipment through the management thread pool; carrying out asynchronous processing on the target image data through the service thread pool according to the received request information to obtain a target picture and a feature attribute, storing the obtained target picture and the feature attribute, and sending the target picture and the feature attribute to a Pulsar message queue; reading the target picture and the feature attribute on the Pulsar message queue through a plurality of servers, and analyzing the target picture and the feature attribute; and comparing the target pictures and the feature attributes analyzed by the plurality of servers with the original pictures and the original feature attributes of the initial image data to obtain a final target image. According to the invention, the picture captured by the camera can be processed in real time, and a data source is provided for a web application after structured processing.

Description

Technical field [0001] The present invention relates to the field of smart view large data prevention and control technology, and more particularly to a multi-threaded image processing method and apparatus. Background technique [0002] With the progress and development of society, various camera equipment has been popular in our lives. In order to strengthen the construction of urban and community environmental greening work, it is especially important for the organizational image data obtained from edge monitoring equipment. It is especially important for the organs and security staff. In recent years, various intelligent products with artificial intelligence technology are slowly entering the field of vision. Let the artificial intelligence technology as a society, serve the people, as an important branch as an important branch in the field of artificial intelligence, especially for the acquisition of massive pictures and target pictures. [0003] When the traditional architec...

AI Technical Summary

Problems solved by technology

[0003] When the traditional architecture processes a large number of pictures sent by smart cameras, the storage of pictures and the storage of feature attributes are carried out synchronously, which takes a long time and is inefficient, and fails to make full use of the system cpu resources. When writing data to the message queue, multiple producers are created to consume performance

When the face, body, and vehicle analysis service consumes data, polling consumption results in a data backlog and low data processing efficiency

Images