Target detection method and device, electronic device and storage medium
A target detection and target technology, which is applied in image data processing, 3D object recognition, instruments, etc., can solve problems such as affecting the detection effect of target detection network and difficulty in obtaining target images.
Inactive Publication Date: 2021-06-18
NAT UNIV OF DEFENSE TECH
View PDF6 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0003] In related technologies, the target image of the target to be detected is collected by manual real shooting, which is restricted by factors such as time, manpower and economic cost, and it is difficult to quickly acquire a large number of target images, and then the target image is collected by manual real shooting Will seriously affect the detection effect of the target detection network
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0040] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments 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 belong to the protection scope of the present invention.
[0041] In related technologies, the target image of the target to be detected is collected by manual real shooting, which is restricted by factors such as time, manpower and economic cost, and it is difficult to quickly acquire a large number of target images, and then the target image is collected by manual real shooting It will seriously af...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More PUM
Login to View More Abstract
The invention discloses a target detection method, which comprises the steps of performing three-dimensional modeling on a to-be-detected target to obtain a three-dimensional digital model of the to-be-detected target; generating a target image by using the three-dimensional digital model, and generating a data set by using the target image; training a target detection network by using the data set, and performing target detection on a to-be-detected target by using the trained target detection network. In the method, the target image of the to-be-detected target is automatically generated by using the three-dimensional digital model of the to-be-detected target, manual real shooting is not needed, the target image acquisition efficiency can be effectively improved, and the acquisition cost can be reduced; meanwhile, the three-dimensional digital model is obtained by performing three-dimensional modeling on the target to be detected, so that the target image generated by utilizing the three-dimensional digital model can be effectively ensured to be used for training the target detection network, and the accuracy of the target detection network can be finally improved. The invention also provides a target detection device, electronic device and a storage medium, which have the above beneficial effects.
Description
technical field [0001] The invention relates to the field of target detection, in particular to a target detection method, device, electronic equipment and storage medium. Background technique [0002] With the continuous development of target detection technology, the application of target detection methods in military fields such as reconnaissance and early warning has gradually increased. In order to achieve good detection of the target to be detected, it is necessary to prepare a large number of target images for the target to be detected in advance, and use the target images to train the target detection network, so as to obtain the target detection network of the target to be detected. [0003] In related technologies, the target image of the target to be detected is collected by manual real shooting, which is restricted by factors such as time, manpower and economic cost, and it is difficult to quickly acquire a large number of target images, and then the target image...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More Application Information
Patent Timeline
Login to View More Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06T17/00G06N20/00
CPCG06T17/00G06N20/00G06V20/64G06V2201/07
Inventor 杨君刚张明江王程远李国朋江磊杨华
Owner NAT UNIV OF DEFENSE TECH