Method and device for constructing and detecting vehicle checking code detection model
A technology for detecting models and building methods, which is applied in character and pattern recognition, instruments, finance, etc., can solve the problems of insurance companies such as losses and defrauding high premiums, and achieve the effect of avoiding losses
Pending Publication Date: 2021-01-22
中保车服科技服务股份有限公司
View PDF0 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
In actual business scenarios, criminals will use Photoshop and other tools to tamper with the vehicle inspection code in the picture, thereby defrauding high insurance premiums and bringing huge losses to the insurance company
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
[0025] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0026] figure 1 It is an implementation flowchart of a construction method for detecting a vehicle inspection code detection model in an embodiment, referring to figure 1 , a method for constructing a vehicle inspection code detection model of the present embodiment, comprising the following steps:
[0027] Step S101: Obtain a target training data set for vehicle inspection code detection, the target training data set includes multiple target training pictures wit...
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 embodiment of the invention discloses a method and device for constructing and detecting a vehicle checking code detection model, and the method comprises the steps: obtaining a target training data set for vehicle inspection code detection, with the target training data set comprises a plurality of target training pictures with vehicle inspection codes, and part of the target training pictures are provided with image processing marks; sequentially inputting the plurality of target training pictures into a target neural network for training, and obtaining a target prediction picture outputafter the training of the target neural network; judging whether the training of the target neural network by using the target training data set reaches a predetermined target or not according to thetarget prediction picture; and if so, recording and storing the network structure and model parameter value corresponding to the target neural network at the moment, and taking the network structureand model parameter value as the network structure and model parameter value corresponding to the image detection model. According to the invention, whether the vehicle checking code on the picture istampered can be accurately judged, and loss caused by fraud of a vehicle owner of an insurance company is avoided.
Description
technical field [0001] The invention relates to the technical field of digital detection, in particular to a construction and detection method and device for a vehicle inspection code detection model. Background technique [0002] At present, in the field of auto insurance claims, there are many fraudulent acts. For example, car owners may use photos of vehicle damage that have been claimed before to claim compensation from insurance companies, and it is difficult for insurance companies to distinguish whether these photos of vehicle damage are currently taken. photos, it is impossible to decide whether to compensate or not. Fraud by car owners has long been a pain point in the auto insurance claims business scenario, and image fraud is a very important part of insurance fraud. In the auto insurance claims scenario, it is necessary to judge the degree of vehicle loss based on the vehicle loss photos uploaded by the user (car owner), and adjust the amount of compensation 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 Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06Q40/08
CPCG06Q40/08G06V20/10G06F18/253G06F18/214
Inventor 高远
Owner 中保车服科技服务股份有限公司