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公开(公告)号：EP3819838A1
公开(公告)日：2021-05-12
申请号：EP20195417.9
申请日：2020-09-10
Applicant: GEOTAB Inc.
Inventor： Siddique, Javed , Bradley, Robert , Zhang, Xiaochen
Abstract: Apparatus, device, methods and system relating to a vehicular telemetry environment for classifying vehicle vocation and benchmarking vehicle performance relative to other vehicles of the same vocation are disclosed.
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公开(公告)号：EP4060628A1
公开(公告)日：2022-09-21
申请号：EP22158437.8
申请日：2022-02-24
Applicant: GEOTAB Inc.
Inventor： Walli, Thomas Arthur , Ballantyne, William John , Siddique, Javed , Sayegh, Amir Antoun Renne
Abstract: Systems and methods for vehicle data collection by image analysis are provided. An example method involves positioning a camera in a vehicle to be pointed toward a field of interest in the vehicle, capturing an image of the field of interest with the camera, identifying a region of interest in the image that is expected to convey vehicle information, and running an image processing model over the region of interest to extract vehicle information from the image.
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公开(公告)号：EP3819839A1
公开(公告)日：2021-05-12
申请号：EP20195421.1
申请日：2020-09-10
Applicant: GEOTAB Inc.
Inventor： Siddique, Javed , Bradley, Robert , Zhang, Xiaochen
Abstract: Apparatus, device, methods and system relating to a vehicular telemetry environment for classifying vehicle vocation and benchmarking vehicle performance relative to other vehicles of the same vocation are disclosed.
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公开(公告)号：EP4414961A1
公开(公告)日：2024-08-14
申请号：EP24151341.5
申请日：2024-01-11
Applicant: GEOTAB Inc.
Inventor： Ballantyne, William John , Siddique, Javed , Petersen, Willem
CPC classification number: G08G1/0112 , G08G1/0125 , G08G1/0141 , H03M7/3059 , H03M7/70
Abstract: A synchronized data set is generated from multiple asynchronous data sets. An interpolated data set is generated for each asynchronous data set, at a higher data rate than recorded data rates for the asynchronous data sets. The interpolated data for each data set is then sampled at a lower data rate which is common to all the interpolated data sets. The sampled data points are synchronized between the different data sets, such that the sampled data points represent a synchronized data set. Input telematic data can be reduced to inflection points in the telematic data, and interpolation and sampling of asynchronous data sets can be limited to threshold time periods around the inflection points.
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5.发明公开
公开(公告)号：EP4177802A1
公开(公告)日：2023-05-10
申请号：EP22205193.0
申请日：2022-11-03
Applicant: GEOTAB Inc.
Inventor： Ballantyne, William John , Siddique, Javed
IPC: G06N20/00 , B60K35/00 , B60R22/48 , B60W50/00 , G06F13/38 , G06Q10/06 , G06V20/59 , G07C5/00 , G08G1/00 , H04L67/12 , H04W4/40
Abstract: Systems and methods by a telematics server are provided. The method includes receiving, over a network, training data including model input data and a known output label corresponding to the model input data from a first device, training a centralized machine-learning model using the training data, determining, by the centralized machine-learning model, an output label prediction certainty based on the model input data, determining an increase in the output label prediction certainty over a prior predicted output label certainty of the centralized machine-learning model, and sending, over the network, a machine-learning model update to a second device in response to determining that the increase in the output label prediction certainty is greater than an output label prediction increase threshold.
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Patent Agency Ranking
公开(公告)号：EP4175292A1
公开(公告)日：2023-05-03
申请号：EP22203183.3
申请日：2022-10-24
Applicant: GEOTAB Inc.
Inventor： Ballantyne, William John , Siddique, Javed
Abstract: Detection models are distributed as needed to a select subset of image capture devices, based on geographic location and time of the image capture devices. Each image capture device which receives a model processes image data according to the model, and provides a notification of any detected instances of an event the model is trained to detect. Distribution and detection can be based on historical data or live data.
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公开(公告)号：EP3819840A1
公开(公告)日：2021-05-12
申请号：EP20195424.5
申请日：2020-09-10
Applicant: GEOTAB Inc.
Inventor： Siddique, Javed , Bradley, Robert , Zhang, Xiaochen
Abstract: Apparatus, device, methods and system relating to a vehicular telemetry environment for classifying vehicle vocation and benchmarking vehicle performance relative to other vehicles of the same vocation are disclosed.
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公开(公告)号：EP4447001A1
公开(公告)日：2024-10-16
申请号：EP24165653.7
申请日：2024-03-22
Applicant: GEOTAB Inc.
Inventor： Mazumder, Joy , Saurav, Shashank , Siddique, Javed , Siddique, Mohammed Sohail , Qiao, Donghao , Ivascu, Cristian Florin
IPC: G06V10/82 , G06V20/56 , G06V10/774
Abstract: Systems, methods, models, and training data for models are discussed, for determining vehicle positioning, and in particular identifying tailgating. Simulated training images showing vehicles following other vehicles, under various conditions, are generated using a virtual environment. Models are trained to determine following distance between two vehicles. Trained models are used in detection of tailgating, based on determined distance between two vehicles. Results of tailgating are output to warn a driver, or to provide a report on driver behavior.
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公开(公告)号：EP4439488A1
公开(公告)日：2024-10-02
申请号：EP24165655.2
申请日：2024-03-22
Applicant: GEOTAB Inc.
Inventor： Mazumder, Joy , Saurav, Shashank , Siddique, Javed , Siddique, Mohammed Sohail , Qiao, Donghao , Ivascu, Cristian Florin
IPC: G06V20/56 , G06V10/774 , G06V10/82
CPC classification number: G06V20/588 , G06V10/774 , G06V2201/0820220101 , G06V20/56 , G06V10/82
Abstract: Systems, methods, and models are discussed, for determining vehicle positioning, and in particular identifying tailgating. Models are designed to determine following distance between two vehicles. Following distance models are used in detection of tailgating, based on determined distance between two vehicles. Results of tailgating are output to warn a driver, or to provide a report on driver behavior.
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公开(公告)号：EP4060630A1
公开(公告)日：2022-09-21
申请号：EP22159869.1
申请日：2022-03-03
Applicant: GEOTAB Inc.
Inventor： Walli, Thomas Arthur , Ballantyne, William John , Siddique, Javed , Sayegh, Amir Antoun Renne
Abstract: Methods for vehicle data collection by image analysis are provided. An example method involves positioning a camera in a vehicle to be pointed toward a field of interest in the vehicle, capturing an image of the field of interest with the camera, identifying a region of interest in the image that is expected to convey vehicle information, and running an image processing model over the region of interest to extract vehicle information from the image.
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