Target detection method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention discloses a target detection method and device, electronic equipment and a storage medium. The method comprises the following steps: an obtained to-be-detected image is detected by adopting an updated target detection model to obtain a target detection result; the updated target detection model is obtained by training the target detection model by adopting a scene image which corresponds to the result prediction image and is subjected to manual annotation processing; the target detection model is obtained by training an initial detection model based on a preset training set, and the result prediction image is a scene image which is detected by the target detection model and comprises prediction annotation data; the preset training set is a plurality of sample images of a preset category selected from the data set; the data set is a plurality of images marked with the target objects, and the target objects of the preset number of images in the plurality of images belong to different categories. According to the invention, the accuracy of the target detection result can be improved.

Description

technical field [0001] The present disclosure relates to image processing technology, and in particular, to a target detection method and device, electronic equipment, and a storage medium. Background technique [0002] Large-scale city-level cat and dog detection plays a very important role in smart cities and other aspects. Compared with conventional human / vehicle detection, since cats and dogs are relatively small, and it is difficult to collect cat and dog samples, so The detection of cats and dogs has more challenges. [0003] The accuracy of the detection model for cat and dog detection in the related art is not high, which makes the detection effect poor. Contents of the invention [0004] Embodiments of the present disclosure provide a target detection method and device, electronic equipment, and a storage medium, which can improve the accuracy of target detection results. [0005] The technical scheme of the embodiment of the present disclosure is realized in th...

AI Technical Summary

Problems solved by technology

[0002] Large-scale city-level cat and dog detection plays a very important role in smart cities and other aspects. Compared with conventional human / vehicle detection, since cats and dogs are relatively small, and it is difficult to collect cat and dog samples, so The detection of cats and dogs has more challenges

[0003] The accuracy of the detection model for cat and dog detection in related technologies is not high, which makes the detection effect poor

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