CN109697429A - A kind of method and device of determining vehicle damage - Google Patents
A kind of method and device of determining vehicle damage Download PDFInfo
- Publication number
- CN109697429A CN109697429A CN201811612239.9A CN201811612239A CN109697429A CN 109697429 A CN109697429 A CN 109697429A CN 201811612239 A CN201811612239 A CN 201811612239A CN 109697429 A CN109697429 A CN 109697429A
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- image
- vehicle
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- damage
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/08—Detecting or categorising vehicles
Abstract
This application discloses a kind of methods of determining vehicle damage, this method comprises: the second image comprising vehicle that image acquisition equipment is shot when the first image that specific position is arranged in acquisition user image acquisition equipment when taking vehicle is shot, comprising vehicle and user give back vehicle；The first image and the second image are compared, determines the vehicle damage situation of vehicle.It include the image of vehicle using image acquisition equipment shooting when user takes vehicle that is, being provided with image acquisition equipment in specific position；It also include the image of vehicle using image acquisition equipment shooting when user gives back vehicle.Determine that the vehicle of vehicle damages situation by comparing the image shot twice.Since the position of image acquisition equipment is fixed, therefore the shooting angle shot twice is identical, so avoiding since shooting angle difference causes to determine whether vehicle the problem of damage inaccuracy is occurring, determining vehicle is improved in the accuracy for whether being occurred damage between the rental period.
Description
Technical field
This application involves vehicular fields, more particularly to a kind of method and device of determining vehicle damage.
Background technique
With the development of internet technology, there is network to hire a car business.User can by webpage or hire a car APP into
Row is hired a car.At the end of user is to the use of vehicle, operation of returning the car accordingly can also be executed by webpage or the APP that hires a car.
In practical applications, when user returns the car, platform of hiring a car can generally be verified to by the state hired a car, with true
Determine whether vehicle damage is being occurred between the rental period.It is verified in the following way to by the state hired a car at present: user
When picking up the car, the image of the vehicle is shot, server is uploaded to by webpage or the APP that hires a car；For user when returning the car, shooting should
The image of vehicle is uploaded to server by webpage or the APP that hires a car.Hire a car platform background maintenance personnel by compare twice
The image of last time, determines whether vehicle damage is being occurred between the rental period.
But shooting angle when shooting image twice due to user may be different, it is shot twice by comparing this
Image determine vehicle by whether occurred between the rental period damage accuracy it is relatively low.
Summary of the invention
Technical problems to be solved in this application are that shooting angle when shooting image twice due to user may be different, are led
It causes to determine that vehicle is relatively low in the accuracy for whether being occurred damage between the rental period, one kind is provided.
In a first aspect, the embodiment of the present application provides a kind of method of determining vehicle damage, which comprises
Obtain the first image and the second image；The first image is that user is arranged when taking the vehicle in specific position
Image acquisition equipment shooting, image comprising the vehicle；When second image is that the user gives back the vehicle
Described image obtains the image comprising the vehicle of equipment shooting；
The first image and second image are compared, determines the vehicle damage situation of the vehicle.
Optionally, the number of described image acquisition equipment is multiple, and target image obtains equipment and is used for from corresponding
Shooting angle shoots the vehicle；It is any one in described multiple images acquisition equipment that the target image, which obtains equipment,.
Optionally, the first image includes multiple images, multiple described images include shooting institute from multiple shooting angle
State the image that vehicle obtains；
Second image includes multiple images, multiple described images include shooting the vehicle from the multiple shooting angle
Obtained image.
Optionally, the specific position is located at default workshop of validating the car.
Optionally, the comparison the first image and second image determine the vehicle damage situation of the vehicle, packet
It includes:
The first image and second image are compared using image recognition technology, determine the vehicle of the vehicle
Damage situation.
Second aspect, the embodiment of the present application provide a kind of device of determining vehicle damage, and described device includes:
Acquiring unit, for obtaining the first image and the second image；When the first image is that user takes the vehicle
The image acquisition equipment shooting of specific position, image comprising the vehicle are set；Second image is the user
Described image obtains the image comprising the vehicle of equipment shooting when giving back the vehicle；
Determination unit determines the vehicle damage situation of the vehicle for comparing the first image and second image.
Optionally, the number of described image acquisition equipment is multiple, and target image obtains equipment and is used for from corresponding
Shooting angle shoots the vehicle；It is any one in described multiple images acquisition equipment that the target image, which obtains equipment,.
Optionally, the first image includes multiple images, multiple described images include shooting institute from multiple shooting angle
State the image that vehicle obtains；
Second image includes multiple images, multiple described images include shooting the vehicle from the multiple shooting angle
Obtained image.
Optionally, the specific position is located at default workshop of validating the car.
Optionally, the determination unit, is specifically used for:
The first image and second image are compared using image recognition technology, determine the vehicle of the vehicle
Damage situation.
Compared with prior art, the embodiment of the present application has the advantage that
The embodiment of the present application provides a kind of method of determining vehicle damage, this method comprises: obtaining the first image and the second figure
Picture；The first image be arranged in when taking the vehicle for user the image acquisition equipment shooting of specific position, comprising institute
State the image of vehicle；What described image obtained equipment shooting when second image gives back the vehicle for the user includes institute
State the image of vehicle；The first image and second image are compared, determines the vehicle damage situation of the vehicle.That is,
In the embodiment of the present application, specific position is provided with image acquisition equipment, when user takes the vehicle, utilizes the figure
As obtaining the image that equipment shooting includes the vehicle；When user gives back the vehicle, equipment also is obtained using described image
Shooting includes the image of the vehicle.By comparing the image (i.e. the first image and the second image) that shoots twice, determine described in
The vehicle of vehicle damages situation.Due to the position of image acquisition equipment be it is fixed, the shooting angle shot twice is identical, so
It avoids since shooting angle difference causes to determine whether vehicle the problem of damage inaccuracy is occurring, improves determining vehicle
In the accuracy for whether being occurred damage between the rental period.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The some embodiments recorded in application, for those of ordinary skill in the art, without creative efforts,
It is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of flow diagram of the method for determining vehicle damage provided by the embodiments of the present application；
Fig. 2 is a kind of structural schematic diagram of the device of determining vehicle damage provided by the embodiments of the present application.
Specific embodiment
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only this
Apply for a part of the embodiment, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art exist
Every other embodiment obtained under the premise of creative work is not made, shall fall in the protection scope of this application.
Present inventor has found after study, in the prior art, the image shot by comparing user when picking up the car
The image shot when returning the car with user determines whether vehicle damages.But bat when shooting image twice due to user
Taking the photograph angle may be different, therefore, determines whether vehicle damage is being occurred between the rental period by comparing the image shot twice
Accuracy it is relatively low.
In consideration of it, the embodiment of the present application provides a kind of method of determining vehicle damage, this method comprises: obtain the first image and
Second image；That specific position is arranged in the first image image acquisition equipment when taking the vehicle for user is shot,
Image comprising the vehicle；Second image is that described image obtains equipment shooting when the user gives back the vehicle
Image comprising the vehicle；The first image and second image are compared, determines the vehicle damage situation of the vehicle.Also
It is to say, in the embodiment of the present application, specific position is provided with image acquisition equipment, when user takes the vehicle, utilizes
Described image obtains the image that equipment shooting includes the vehicle；When user gives back the vehicle, also obtained using described image
Taking equipment shooting includes the image of the vehicle.By comparing the image (i.e. the first image and the second image) shot twice, really
The vehicle of the fixed vehicle damages situation.Since the position of image acquisition equipment is shooting angle phase that is fixed, shooting twice
Together, it so avoiding since shooting angle difference causes to determine whether vehicle the problem of damage inaccuracy is occurring, improves
Determine vehicle in the accuracy for whether being occurred damage between the rental period.
With reference to the accompanying drawing, the various non-limiting embodiments of the application are described in detail.
Illustrative methods
Referring to Fig. 1, which is a kind of flow diagram of the method for determining vehicle damage provided by the embodiments of the present application.
The method of determining vehicle damage provided in this embodiment, such as can be realized by following steps S101-S102.
S101: the first image and the second image are obtained；The first image is that user is arranged when taking the vehicle in spy
Position image that the image acquisition equipment set is shot, comprising the vehicle；Second image is described in the user gives back
Described image obtains the image comprising the vehicle of equipment shooting when vehicle.
In the embodiment of the present application, it is contemplated that in the prior art, determine whether vehicle occurs damaging in the process hiring out
Accuracy is not high, is because shooting angle and user of the user when taking vehicle and being image of the shooting comprising vehicle give back vehicle
When shooting angle of shooting when including the image of vehicle may it is different caused by.
In consideration of it, in the embodiment of the present application, being provided with image acquisition equipment in specific position, so, image obtains
It is exactly determining for taking the angle of image of the equipment shooting comprising vehicle.So can cause really to avoid different due to shooting angle
Determine whether vehicle the not high problem of the accuracy damaged occurs.
It should be noted that the image acquisition equipment referred in the embodiment of the present application, such as can be camera.
The embodiment of the present application does not limit the specific position specifically, and the specific position can be clearly to take
The position of the image of the vehicle all angles.
It is each in order to clearly take the vehicle in a kind of possible implementation of the embodiment of the present application
The image of angle.In a kind of possible implementation of the embodiment of the present application, it can be set in the depot for storing the vehicle
Set a preset flue dust workshop.Image acquisition equipment is installed in the workshop.When user picks up the car, the vehicle is driven into
The workshop of validating the car, so that described image obtains the first image that equipment shooting includes the vehicle；When user gives back the vehicle
When, the vehicle is also driven into the workshop of validating the car, includes the second of the vehicle so that described image obtains equipment shooting
Image.
It should be noted that the workshop of validating the car can be dedicated for acquiring the workshop of the first image and the second image,
It is also possible to the workshop of storage of cars, the embodiment of the present application is not specifically limited.
As previously mentioned, in the embodiment of the present application, image acquisition equipment is wanted can clearly to take the vehicle each
The image of angle, in consideration of it, described image obtains the number of equipment in a kind of possible implementation of the embodiment of the present application
Can be to be multiple, described multiple images obtain equipment respectively from its corresponding shooting angle, and shooting includes the image of the vehicle.
In the embodiment of the present application, the number that described image obtains equipment, as an example, the figure are not limited specifically
Number as obtaining equipment can be 6, respectively correspond a left side for the headstock of the vehicle, the tailstock of the vehicle, the vehicle
The angle shot of bottom 6 of side, the right side of the vehicle, the top of the vehicle and the vehicle includes the figure of the vehicle
Picture.
On the one hand, it is multiple that described image, which obtains the number of equipment,；On the other hand, it determines whether vehicle damages,
Whether vehicle damages from all angles.Therefore, the first image also may include multiple images, multiple described figures
As comprising shooting the image that the vehicle obtains from multiple shooting angle.Second image also may include multiple images, institute
Stating multiple images includes to shoot the image that the vehicle obtains from multiple shooting angle.
It should be noted that in the embodiment of the present application, it is contemplated that an image acquisition equipment can shoot one or
Multiple images, and the first image includes the image of each image acquisition equipment shooting.Therefore, the first image is wrapped
The number of the image contained, more than or equal to the number that described image obtains equipment.
Similar, and second image includes the image of each image acquisition equipment shooting.So second figure
As the number for the image for being included, more than or equal to the number that described image obtains equipment.
It should be noted that in the embodiment of the present application, if the first image includes the first number image, the second image packet
Containing the second number image, then the first number and the second number may be the same or different, and the embodiment of the present application is not done specifically
It limits.
S102: comparing the first image and second image, determines the vehicle damage situation of the vehicle.
Get when user takes the vehicle image acquisition equipment shoot the first image and the user give back it is described
After described image obtains equipment the second image of shooting when vehicle, it can pass through and compare the first image and second figure
Picture determines the vehicle damage situation of the vehicle.
In the embodiment of the present application, S102 in specific implementation, can be there are many implementation.
In one possible implementation, it can use image recognition technology to the first image and second figure
As being compared, the vehicle damage situation of the vehicle is determined.
Specifically, exist in the embodiment of the present application, image recognition can be carried out to the first image, obtain the first image
Characteristics of image；Correspondingly, carrying out image recognition to the second image, the characteristics of image of the second image is obtained；By comparing described the
The characteristics of image of the characteristics of image of one image and the second image come determine the vehicle vehicle damage situation.
As can be seen from the above description, the method for a kind of determining vehicle damage provided by the embodiments of the present application, available first figure
Picture and the second image；The first image is that the image acquisition equipment shooting of specific position is arranged in when user takes the vehicle
, image comprising the vehicle；Second image is that described image obtains equipment bat when the user gives back the vehicle
The image comprising the vehicle taken the photograph；The first image and second image are compared, determines the vehicle damage situation of the vehicle.
That is, in the embodiment of the present application, be provided with image acquisition equipment in specific position, when user take it is described
When vehicle, the image that equipment shooting includes the vehicle is obtained using described image；When user gives back the vehicle, also utilize
Described image obtains the image that equipment shooting includes the vehicle.By comparing the image shot twice (i.e. the first image and the
Two images), determine the vehicle damage situation of the vehicle.Due to the position of image acquisition equipment be it is fixed, shoot twice
Shooting angle is identical, so avoid since shooting angle difference causes to determine whether vehicle asking for damage inaccuracy is occurring
Topic improves determining vehicle in the accuracy for whether being occurred damage between the rental period.
In addition, due in the embodiment of the present application using using image recognition technology to the first image and described
Second image is compared, and determines the vehicle damage situation of the vehicle.With the more objective standard of mode manually compared in traditional approach
Really.
Example devices
Based on the method for the determination vehicle damage that above embodiments provide, the embodiment of the present application also provides a kind of determining vehicle damages
Device introduces the device below in conjunction with attached drawing.
Referring to fig. 2, which is a kind of structural schematic diagram of the device of determining vehicle damage provided by the embodiments of the present application.
The device 400 of determining vehicle damage provided by the embodiments of the present application, such as can specifically include: acquiring unit 410 and really
Order member 420.
Acquiring unit 410, for obtaining the first image and the second image；The first image is that user takes the vehicle
When be arranged in specific position image acquisition equipment shooting, image comprising the vehicle；Second image is the use
Described image obtains the image comprising the vehicle of equipment shooting when the vehicle is given back at family；
Determination unit 420 determines the vehicle damage shape of the vehicle for comparing the first image and second image
Condition.
In a kind of possible implementation of the embodiment of the present application, the number that described image obtains equipment is multiple, mesh
Logo image obtains equipment and is used to shoot the vehicle from corresponding shooting angle；It is described that the target image, which obtains equipment,
Multiple images obtain any one in equipment.
In a kind of possible implementation of the embodiment of the present application, the first image includes multiple images, described more
Opening image includes shooting the image that the vehicle obtains from multiple shooting angle；
Second image includes multiple images, multiple described images include shooting the vehicle from the multiple shooting angle
Obtained image.
In a kind of possible implementation of the embodiment of the present application, the specific position is located at default workshop of validating the car.
In a kind of possible implementation of the embodiment of the present application, the determination unit 220 is specifically used for:
The first image and second image are compared using image recognition technology, determine the vehicle of the vehicle
Damage situation.
Since described device 200 is the corresponding device of method provided with above method embodiment, described device 200 it is each
The specific implementation of a unit is same design with above method embodiment, accordingly, with respect to each unit of described device 200
Specific implementation, can refer to above method embodiment description section, details are not described herein again.
As can be seen from the above description, a kind of device of determining vehicle damage provided by the embodiments of the present application, acquiring unit can obtain
Take the first image and the second image；The first image is that the image acquisition of specific position is arranged in when user takes the vehicle
Image that equipment is shot, comprising the vehicle；Second image is that described image obtains when the user gives back the vehicle
The image comprising the vehicle for taking equipment to shoot；Determination unit can compare the first image and second image, really
The vehicle of the fixed vehicle damages situation.
That is, in the embodiment of the present application, be provided with image acquisition equipment in specific position, when user take it is described
When vehicle, the image that equipment shooting includes the vehicle is obtained using described image；When user gives back the vehicle, also utilize
Described image obtains the image that equipment shooting includes the vehicle.By comparing the image shot twice (i.e. the first image and the
Two images), determine the vehicle damage situation of the vehicle.Due to the position of image acquisition equipment be it is fixed, shoot twice
Shooting angle is identical, so avoid since shooting angle difference causes to determine whether vehicle asking for damage inaccuracy is occurring
Topic improves determining vehicle in the accuracy for whether being occurred damage between the rental period.
In addition, due in the embodiment of the present application using using image recognition technology to the first image and described
Second image is compared, and determines the vehicle damage situation of the vehicle.With the more objective standard of mode manually compared in traditional approach
Really.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the application
Its embodiment.This application is intended to cover any variations, uses, or adaptations of the application, these modifications, purposes or
Person's adaptive change follows the general principle of the application and including the undocumented common knowledge in the art of the disclosure
Or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the application are by following
Claim is pointed out.
It should be understood that the application is not limited to the precise structure that has been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.Scope of the present application is only limited by the accompanying claims
The foregoing is merely the preferred embodiments of the application, not to limit the application, it is all in spirit herein and
Within principle, any modification, equivalent replacement, improvement and so on be should be included within the scope of protection of this application.
Claims (10)
1. a kind of method of determining vehicle damage, which is characterized in that the described method includes:
Obtain the first image and the second image；The first image is the figure that specific position is arranged in when user takes the vehicle
As obtaining image that equipment is shot, comprising the vehicle；Second image be when the user gives back the vehicle described in
The image comprising the vehicle of image acquisition equipment shooting；
The first image and second image are compared, determines the vehicle damage situation of the vehicle.
2. the method according to claim 1, wherein the number that described image obtains equipment is multiple, target figure
It is used to shoot the vehicle from corresponding shooting angle as obtaining equipment；It is the multiple that the target image, which obtains equipment,
Any one in image acquisition equipment.
3. according to the method described in claim 2, it is characterized in that, the first image includes multiple images, multiple described figures
As including shooting the image that the vehicle obtains from multiple shooting angle；
Second image includes multiple images, multiple described images include shooting the vehicle from the multiple shooting angle to obtain
The image arrived.
4. the method according to claim 1, wherein the specific position is located at default workshop of validating the car.
5. the method according to claim 1, wherein the comparison the first image and second image,
Determine the vehicle damage situation of the vehicle, comprising:
The first image and second image are compared using image recognition technology, determine the vehicle damage shape of the vehicle
Condition.
6. a kind of device of determining vehicle damage, which is characterized in that described device includes:
Acquiring unit, for obtaining the first image and the second image；The first image is setting when user takes the vehicle
Image shot in the image acquisition equipment of specific position, comprising the vehicle；Second image is that the user gives back
Described image obtains the image comprising the vehicle of equipment shooting when the vehicle；
Determination unit determines the vehicle damage situation of the vehicle for comparing the first image and second image.
7. device according to claim 6, which is characterized in that the number that described image obtains equipment is multiple, target figure
It is used to shoot the vehicle from corresponding shooting angle as obtaining equipment；It is the multiple that the target image, which obtains equipment,
Any one in image acquisition equipment.
8. device according to claim 7, which is characterized in that the first image includes multiple images, multiple described figures
As including shooting the image that the vehicle obtains from multiple shooting angle；
Second image includes multiple images, multiple described images include shooting the vehicle from the multiple shooting angle to obtain
The image arrived.
9. device according to claim 6, which is characterized in that the specific position is located at default workshop of validating the car.
10. device according to claim 6, which is characterized in that the determination unit is specifically used for:
The first image and second image are compared using image recognition technology, determine the vehicle damage shape of the vehicle
Condition.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811612239.9A CN109697429A (en) | 2018-12-27 | 2018-12-27 | A kind of method and device of determining vehicle damage |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811612239.9A CN109697429A (en) | 2018-12-27 | 2018-12-27 | A kind of method and device of determining vehicle damage |
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| Publication Number | Publication Date |
|---|---|
| CN109697429A true CN109697429A (en) | 2019-04-30 |
Family
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811612239.9A Pending CN109697429A (en) | 2018-12-27 | 2018-12-27 | A kind of method and device of determining vehicle damage |
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| CN (1) | CN109697429A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110428403A (en) * | 2019-07-22 | 2019-11-08 | 宝能汽车有限公司 | Method of validating the car and electronic device |
| CN114333160A (en) * | 2020-09-30 | 2022-04-12 | 宝能汽车集团有限公司 | Shared vehicle renting method, device, medium and electronic equipment |
| WO2022157557A1 (en) * | 2021-01-25 | 2022-07-28 | Mokutu Emmanuel | Recordal system |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105719188A (en) * | 2016-01-22 | 2016-06-29 | 平安科技（深圳）有限公司 | Method and server for achieving insurance claim anti-fraud based on consistency of multiple pictures |
| CN105933654A (en) * | 2016-05-12 | 2016-09-07 | 芜湖恒天易开软件科技股份有限公司 | System for vehicle acceptance through video and method thereof |
| US20170087990A1 (en) * | 2015-09-29 | 2017-03-30 | General Electric Company | System and method for predicting mechanical failure |
| CN108109033A (en) * | 2017-12-04 | 2018-06-01 | 阿里巴巴集团控股有限公司 | Identify processing method, device, server, the client of object damage |
| US9990677B1 (en) * | 2014-07-11 | 2018-06-05 | State Farm Mutual Automobile Insurance Company | System, method, and computer-readable medium for facilitating treatment of a vehicle damaged in a crash |
| WO2018191421A1 (en) * | 2017-04-11 | 2018-10-18 | Alibaba Group Holding Limited | Image-based vehicle damage determining method, apparatus, and electronic device |
| CN108985343A (en) * | 2018-06-22 | 2018-12-11 | 深源恒际科技有限公司 | Automobile damage detecting method and system based on deep neural network |
-
2018
- 2018-12-27 CN CN201811612239.9A patent/CN109697429A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9990677B1 (en) * | 2014-07-11 | 2018-06-05 | State Farm Mutual Automobile Insurance Company | System, method, and computer-readable medium for facilitating treatment of a vehicle damaged in a crash |
| US20170087990A1 (en) * | 2015-09-29 | 2017-03-30 | General Electric Company | System and method for predicting mechanical failure |
| CN105719188A (en) * | 2016-01-22 | 2016-06-29 | 平安科技（深圳）有限公司 | Method and server for achieving insurance claim anti-fraud based on consistency of multiple pictures |
| CN105933654A (en) * | 2016-05-12 | 2016-09-07 | 芜湖恒天易开软件科技股份有限公司 | System for vehicle acceptance through video and method thereof |
| WO2018191421A1 (en) * | 2017-04-11 | 2018-10-18 | Alibaba Group Holding Limited | Image-based vehicle damage determining method, apparatus, and electronic device |
| CN108109033A (en) * | 2017-12-04 | 2018-06-01 | 阿里巴巴集团控股有限公司 | Identify processing method, device, server, the client of object damage |
| CN108985343A (en) * | 2018-06-22 | 2018-12-11 | 深源恒际科技有限公司 | Automobile damage detecting method and system based on deep neural network |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110428403A (en) * | 2019-07-22 | 2019-11-08 | 宝能汽车有限公司 | Method of validating the car and electronic device |
| CN114333160A (en) * | 2020-09-30 | 2022-04-12 | 宝能汽车集团有限公司 | Shared vehicle renting method, device, medium and electronic equipment |
| WO2022157557A1 (en) * | 2021-01-25 | 2022-07-28 | Mokutu Emmanuel | Recordal system |
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