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公开(公告)号：US20220114627A1
公开(公告)日：2022-04-14
申请号：US17556446
申请日：2021-12-20
发明人： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
摘要： A system and computer-implemented method for processing images of a damaged vehicle and estimating a repair cost of the damaged vehicle includes receiving image data of a vehicle from a user mobile device. The image data is processed to determine whether one or more parts of the damaged vehicle are damaged. In addition, one or more parts of the damaged vehicle are identified for repair and one or more parts of the damaged vehicle are identified for replacement. A cost associated for the repair of each of the one or more parts of the damaged vehicle for repair is estimated based on estimated repair cost data contained in a parts repair database. Moreover, a cost associated with the replacement of each of the one or more parts of the damaged vehicle for replacement is determined based on replacement cost data contained in a parts replacement database.
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公开(公告)号：US20210264528A1
公开(公告)日：2021-08-26
申请号：US15900245
申请日：2018-02-20
摘要： Systems and methods for analyzing image data to assess policy management opportunities are disclosed. According to certain aspects, a server may access aerial and other image data depicting a set of properties, and may analyze the aerial and other image data to identify the set of properties and determine a set of conditions associated with the set of properties. The server may further assess, based upon the set of conditions and a set of previous conditions, whether corresponding policies associated with the set of properties are eligible for renewal, discounts, or other benefits for property owners. If the policies are eligible for renewal or discounts the server may automatically renew the policies, or apply the discounts or otherwise update the policies, respectively.
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公开(公告)号：US20210027390A1
公开(公告)日：2021-01-28
申请号：US17070318
申请日：2020-10-14
发明人： Ryan Knuffman , Bradley A. Sliz , Lucas Allen
摘要： A remotely-controlled (RC) and/or autonomously operated inspection device, such as a ground vehicle or drone, may capture one or more sets of imaging data indicative of at least a portion of an automotive vehicle, such as all or a portion of the undercarriage. The one or more sets of imaging data may be analyzed based upon data indicative of at least one of vehicle damage or a vehicle defect being shown in the one or more sets of imaging data. Based upon the analyzing of the one or more sets of imaging data, damage to the vehicle or a defect of the vehicle may be identified. The identified damage or defect may be compared to a claimed damage or defect to determine whether the claimed damage or defect occurred.
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公开(公告)号：US10762385B1
公开(公告)日：2020-09-01
申请号：US16023414
申请日：2018-06-29
IPC分类号： G06K9/00 , G06K9/62 , G06N3/08 , G06Q40/08 , G06F16/583
摘要： In a computer-implemented method and associated tangible non-transitory computer-readable medium, an image of a damaged vehicle may be analyzed to generate a repair estimate. A dataset populated with digital images of damaged vehicles and associated claim data may be used to train a deep learning neural network to learn damaged vehicle image characteristics that are predictive of claim data characteristics, and a predictive similarity model may be generated. Using the predictive similarity model, one or more similarity scores may be generated for a digital image of a newly damaged vehicle, indicating its similarity to one or more digital images of damaged vehicles with known damage level, repair time, and/or repair cost. A repair estimate may be generated for the newly damaged vehicle based on the claim data associated with images that are most similar to the image of the newly damaged vehicle.
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公开(公告)号：US20240289891A1
公开(公告)日：2024-08-29
申请号：US18658330
申请日：2024-05-08
IPC分类号： G06Q40/08 , G06F16/583 , G06F18/214 , G06F18/22 , G06N3/08 , G06V10/74 , G06V10/82
CPC分类号： G06Q40/08 , G06F16/583 , G06F18/214 , G06F18/22 , G06N3/08 , G06V10/761 , G06V10/82 , G06V2201/08
摘要： In a computer-implemented method and associated tangible non-transitory computer-readable medium, an image of a damaged vehicle may be analyzed to generate a repair estimate. A dataset populated with digital images of damaged vehicles and associated claim data may be used to train a deep learning neural network to learn damaged vehicle image characteristics that are predictive of claim data characteristics, and a predictive similarity model may be generated. Using the predictive similarity model, one or more similarity scores may be generated for a digital image of a newly damaged vehicle, indicating its similarity to one or more digital images of damaged vehicles with known damage level, repair time, and/or repair cost. A repair estimate may be generated for the newly damaged vehicle based on the claim data associated with images that are most similar to the image of the newly damaged vehicle.
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6.发明申请公开(公告)号：US20210374997A1
公开(公告)日：2021-12-02
申请号：US17402312
申请日：2021-08-13
发明人： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
摘要： A system and computer-implemented method for facilitating a user of a mobile device obtaining image data of damage to a vehicle for damage assessment includes capturing image data of a vehicle with the mobile device. The mobile device may include an orientation model for capturing the image data. The captured image data is analyzed, and a determination is made of the orientations of the images of the captured image data. In addition, a determination is made as to whether the captured image data can be used for the damage assessment. The captured image data may then be transmitted to a damage estimator computing device for estimating an amount of damage to the vehicle.
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7.发明授权公开(公告)号：US11120574B1
公开(公告)日：2021-09-14
申请号：US16009899
申请日：2018-06-15
发明人： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
摘要： A system and computer-implemented method for facilitating a user of a mobile device obtaining image data of damage to a vehicle for damage assessment includes capturing image data of a vehicle with the mobile device. The mobile device may include an orientation model for capturing the image data. The captured image data is analyzed, and a determination is made of the orientations of the images of the captured image data. In addition, a determination is made as to whether the captured image data can be used for the damage assessment. The captured image data may then be transmitted to a damage estimator computing device for estimating an amount of damage to the vehicle.
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公开(公告)号：US10825097B1
公开(公告)日：2020-11-03
申请号：US15843761
申请日：2017-12-15
发明人： Ryan Knuffman , Bradley A. Sliz , Lucas Allen
摘要： A remotely-controlled (RC) and/or autonomously operated inspection device, such as a ground vehicle or drone, may capture one or more sets of imaging data indicative of at least a portion of an automotive vehicle, such as all or a portion of the undercarriage. The one or more sets of imaging data may be analyzed based upon data indicative of at least one of vehicle damage or a vehicle defect being shown in the one or more sets of imaging data. Based upon the analyzing of the one or more sets of imaging data, damage to the vehicle or a defect of the vehicle may be identified. The identified damage or defect may be compared to a claimed damage or defect to determine whether the claimed damage or defect occurred.
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公开(公告)号：US10587796B1
公开(公告)日：2020-03-10
申请号：US15900110
申请日：2018-02-20
摘要： Systems and methods for analyzing image data to automatically ensure image capture consistency are described. According to certain aspects, a server may access aerial and other image data and identify a set of parameters associated with the capture of the image data. The server may access a corresponding set of acceptable image capture parameters, and may compare the set of parameters to the set of acceptable parameters to determine whether image data is consistent with the set of acceptable parameters. In some embodiments, if the image data is not consistent, the server may generate a notification or instruction to cause an image capture component to recapture additional image data.
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10.发明授权公开(公告)号：US12039578B2
公开(公告)日：2024-07-16
申请号：US17556446
申请日：2021-12-20
发明人： Shane Tomlinson , Jennifer Malia Andrus , Marigona Bokshi-Drotar , Holly Lambert , Daniel J. Green , Michael Bernico , Bradley A. Sliz , He Yang
IPC分类号： G06Q30/02 , G06N20/00 , G06Q10/0875 , G06Q10/20 , G06Q30/0283 , G06T7/00 , G06V10/70
CPC分类号： G06Q30/0283 , G06N20/00 , G06Q10/0875 , G06Q10/20 , G06T7/0004 , G06V10/70 , G06T2207/20081 , G06T2207/30248
摘要： A system and computer-implemented method for processing images of a damaged vehicle and estimating a repair cost of the damaged vehicle includes receiving image data of a vehicle from a user mobile device. The image data is processed to determine whether one or more parts of the damaged vehicle are damaged. In addition, one or more parts of the damaged vehicle are identified for repair and one or more parts of the damaged vehicle are identified for replacement. A cost associated for the repair of each of the one or more parts of the damaged vehicle for repair is estimated based on estimated repair cost data contained in a parts repair database. Moreover, a cost associated with the replacement of each of the one or more parts of the damaged vehicle for replacement is determined based on replacement cost data contained in a parts replacement database.
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