Object detection method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention provides an object detection method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining the feature information of a target object under the condition that the detection of the target object is authorized; acquiring to-be-detected image data; performing feature extraction on each object in the to-be-detected image data to obtain feature information of each object; matching the feature information of the target object with the feature information of each object to obtain a matching result; according to a matching result, clearing feature information of an object which is not matched with the target object; and determining a detection result of the target object according to a matching result. According to the technical scheme, the feature information of personnel does not need to be extracted and stored in advance, the feature information of each object is extracted from the to-be-detected image data in the object detection process, the detection authorization for the target object needs to be acquired, and object detection can be achieved under the condition that privacy regulations are met.

Description

technical field [0001] The present application relates to the technical field of image processing, and in particular, to an object detection method, apparatus, electronic device and storage medium. Background technique [0002] With the development of computer vision technology, especially the emergence of deep learning models, object detection technology based on computer vision technology is gradually applied to all aspects of production and life. [0003] In the prior art, for monitoring scenarios, when collecting monitoring video data, the face capture technology is used to perform face recognition on the monitoring video data stream collected in real time, to detect the human face in the monitoring video data, and perform a facial recognition analysis on the face. Model, obtain and store the feature information of the face. In the subsequent process of forensics or comparison, the feature information of the target face is directly compared with the feature information ...

AI Technical Summary

Problems solved by technology

[0004] However, with the improvement of people's security and privacy awareness and the improvement of relevant regulations, the existing privacy regulations prohibit the extraction and storage of personnel's characteristic information in advance without the consent of relevant personnel.

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