Camera dust detection method, device and electronic equipment based on artificial intelligence
A technology of artificial intelligence and dust detection, which is applied in the field of artificial intelligence technology and big data, can solve the problems of not being able to detect camera dust in time, high detection cost, and difficult implementation, and achieve rich size, real-time detection, and easy implementation Effect
Active Publication Date: 2021-11-19
ゼジャンハーレイテクノロジーカンパニーリミテッド
View PDF5 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0004] However, in the solutions provided by the above-mentioned related technologies, when the infrared device deployed outside the camera is used to detect whether the lens of the camera is covered with dust, the detection cost is high, and it is not easy to implement; when the test image is used to detect whether the camera is covered with dust, it is impossible Detect the dust on the camera in time, and have a strong dependence on the detection environment, poor robustness
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
[0087] In order to make the purpose, technical solutions and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings. All other embodiments obtained under the premise of creative labor belong to the scope of protection of this application.
[0088] In the following description, references to "some embodiments" describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or a different subset of all possible embodiments, and Can be combined with each other without conflict.
[0089] In the following description, the term "first\second\third" is only used to distinguish similar objects, and does not represent a specific ordering of objects. Understandably, "first\second\third" Where permitted, the specific order or sequencing may be interchanged such that the embodiments of the application described herein can be practiced in sequences oth...
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 present application provides an artificial intelligence-based camera dust detection method, device, and electronic equipment; the method includes: acquiring an image captured by a camera; generating at least one anchor frame based on the image, and each size of the anchor frame corresponds to one Anchor box weight coefficients; based on the anchor box weight coefficients corresponding to the anchor boxes of each size, using the pre-trained prediction bounding box model to determine the prediction bounding box corresponding to each of the anchor boxes; based on the prediction bounding box to detect the Whether the camera is covered with dust. Through this application, it is possible to detect objects of various sizes, save the cost and implementation difficulty of camera dust detection, detect the dust on the camera in time, and improve the robustness of dust detection.
Description
technical field [0001] The present application relates to artificial intelligence technology and big data technology, and in particular to an artificial intelligence-based camera dust detection method, device, electronic equipment, and computer-readable storage medium. Background technique [0002] During the use of the camera, the sensor and lens on the camera are easily covered with dust, which reduces the performance of the camera. [0003] In the solution provided by the related technology, the infrared device deployed outside the camera is usually used to detect whether the lens of the camera is covered with dust; The image detects if the camera is covered with dust. [0004] However, in the solutions provided by the above-mentioned related technologies, when the infrared device deployed outside the camera is used to detect whether the lens of the camera is covered with dust, the detection cost is high, and it is not easy to implement; when the test image is used to de...
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 Patents(China)
IPC IPC(8): G06T7/00G06T7/13G06K9/62
CPCG06T7/0002G06T7/13G06T2207/20081G06T2207/20084G06T2207/10004G06F18/2415
Inventor 陶家威
Owner ゼジャンハーレイテクノロジーカンパニーリミテッド