Target detection method and device, computer equipment and storage medium
A target detection and computer program technology, applied in the field of vehicle detection, can solve the problems of manual inspection and labor cost consumption, and achieve the effect of reducing time cost, labor cost and calculation amount
Pending Publication Date: 2020-07-10
上海眼控科技股份有限公司
View PDF6 Cites 7 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
In the traditional technology, detecting whether items are hung on the handlebar of the motorcycle mainly relies on manual inspection, which has the problem of high labor cost
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
[0039] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.
[0040] The target detection method provided in this application can be applied to such as figure 1 in the application environment shown. The application environment includes a terminal 110 and an image acquisition device 120, and at least the trained first target detection model and the second target detection model are deployed in the terminal 110. The first target detection model and the second target detection model may be pre-trained using other terminals other than the terminal 110 . The image capturing apparatus 120 may be in the terminal 110 or may be a separa...
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 relates to a target detection method and device, a computer device and a storage medium. The method comprises the steps: performing feature extraction on a to-be-detected image through acompressed basic network block in a first target detection model to obtain a first feature map; obtaining a detection result of the two-wheeled vehicle area according to the first feature map; when the detection result of the two-wheeled vehicle area is that the two-wheeled vehicle area exists, obtaining a two-wheeled vehicle area image; performing feature extraction on the two-wheeled vehicle region map through the compressed basic network block in the second target detection model to obtain a second feature map; obtaining a detection result of the target object according to the second feature map; and obtaining a target detection result of the to-be-detected two-wheeled vehicle according to the detection result of the target object. According to the method, the detection result of the target object of the to-be-detected two-wheeled vehicle is automatically obtained based on the deep learning model, so the labor cost is greatly reduced; the compressed target detection model is adopted for detection, so the calculation amount is reduced, the calculation time is shortened, and the time cost is reduced.
Description
technical field [0001] The present application relates to the technical field of vehicle detection, and in particular, to a target detection method, device, computer equipment and storage medium. Background technique [0002] When using a two-wheeled vehicle, if objects are hung on the handlebars of the two-wheeled vehicle, it may affect the stability of the riding process, making it difficult to control during steering and other operations, and there is a serious safety hazard. [0003] Taking a two-wheeled vehicle as an example, in order to ensure the personal safety of motorcycle drivers, according to the regulations on safe driving of motorcycles and traffic safety, it is forbidden to hang objects on the handlebars when driving a motorcycle. In the traditional technology, the detection of whether there is an item hanging on the handlebar of a motorcycle mainly relies on manual inspection, and there is a problem of high labor cost. SUMMARY OF THE INVENTION [0004] Bas...
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 IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/54G06V2201/07G06F18/214
Inventor 周康明罗余洋
Owner 上海眼控科技股份有限公司