Image recognition method, device and apparatus for vehicle-mounted environment
An image recognition device and image recognition technology, which are applied in the field of Internet of Vehicles, can solve problems such as misidentification, high CPU usage, and image recognition accuracy to be improved, so as to reduce occupation, reduce CPU occupation, and improve user experience. Effect
Inactive Publication Date: 2019-07-09
APOLLO INTELLIGENT CONNECTIVITY (BEIJING) TECH CO LTD
View PDF6 Cites 2 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
However, if the frame rate is set too high in this solution, the CPU usage will be high, resulting in a freeze when the user uses other services such as maps, voice, or music when performing image recognition tasks.
If the frame rate is set too low, the accuracy of image recognition needs to be improved, and it is prone to misidentification, etc.
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
[0037] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.
[0038] The image recognition method, device and equipment of the vehicle environment according to the embodiments of the present invention will be described below with reference to the accompanying drawings.
[0039] figure 1 A schematic flow chart of an image recognition method for a vehicle environment provided by an embodiment of the present invention, as shown in figure 1 As shown, the method includes:
[0040] Step 101, collect N frames of images, where N is an integer greater than 1.
[0041] In the embodiment of the pre...
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 provides an image recognition method, device and apparatus for a vehicle-mounted environment, and the method comprises the steps: collecting N frames of images, where N is an integer greater than 1; determining a frame rate coefficient of image recognition according to the frame rate change factor; and determining M frames of target images to be identified from the N frames of imagesaccording to the frame rate coefficient, performing image identification on the M frames of target images, and obtaining an image identification result, where M is a positive integer less than or equal to N. Therefore, the frame rate of image recognition is intelligently adjusted, the calculation amount is reduced and the calculation resources are saved while the image recognition effect is ensured, so that the fluency of other services such as maps, music and voices is improved in a vehicle-mounted environment.
Description
technical field [0001] The present invention relates to the technical field of Internet of Vehicles, in particular to an image recognition method, device and equipment for a vehicle environment. Background technique [0002] With the development of artificial intelligence, image recognition technology is widely used. At present, when image recognition is performed, multiple frames of images are usually input and recognized separately, and then according to the recognition results of the multiple frames of images, shaking is filtered out, thereby determining the final image recognition result. [0003] In related technologies, a frame rate value is determined according to the effect of image recognition and the CPU (Central Processing Unit) occupancy rate, and then image recognition is performed according to the frame rate. However, if the frame rate is set too high in this solution, the CPU usage will be high, resulting in freezes when the user uses other services such as m...
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): G06K9/00G06F9/50
CPCG06F9/5027G06V10/94
Inventor 罗序斌
Owner APOLLO INTELLIGENT CONNECTIVITY (BEIJING) TECH CO LTD