Target object detection method and device, storage medium and electronic device
A target object and detection method technology, applied in the computer field, can solve the problem of low detection accuracy of target objects
Pending Publication Date: 2020-09-11
ZHEJIANG DAHUA TECH CO LTD
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[0004] Embodiments of the present invention provide a method and device for detecting a target object, a storage medium, and an electronic device, so as to at least solve the technical problem of low detection accuracy of the target object in the related art when detecting the target object
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[0018] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.
[0019] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...
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The invention discloses a target object detection method and device, a storage medium and an electronic device. The method comprises the following steps: acquiring an image containing a target object;inputting the obtained image into a convolutional network model to obtain N detection boxes corresponding to the image and N first score values of the N detection boxes; wherein the N detection boxescomprise a detection box containing a target object; wherein N is an integer greater than 0; determining the probability of the target object in each N detection boxes to obtain N color feature probabilities of the N detection boxes, and determining N second score values according to the N color feature probabilities; determining N target score values of the N detection boxes according to the N first score values and the N second score values, and detecting the target object according to the detection box of the target object, and the detection box of the target object is the detection box corresponding to the value with the highest score in the N target score values.
Description
technical field [0001] The present invention relates to the field of computers, in particular to a method and device for detecting a target object, a storage medium and an electronic device. Background technique [0002] At present, when detecting a target object, it is necessary to detect an image of the target object through a detection frame of the target object. For example, the detection frame of the target object is directly generated by the target object detection algorithm using only deep learning or machine learning algorithms. However, the target detection algorithm lacks the ability to distinguish between the target and the background. The rectangular detection frame generated by this method Generally, there is some background information, and the background area similar to the target feature is often misjudged as the target object. [0003] Therefore, in the related art, when detecting the target object, there is a problem that the detection accuracy of the targ...
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IPC IPC(8): G06K9/00G06N3/04
CPCG06V40/161G06V40/168G06V20/20G06V2201/07G06N3/045
Inventor 李璐一
Owner ZHEJIANG DAHUA TECH CO LTD