GUIDED TRAINING DATA COLLECTION FOR MACHINE LEARNING

    公开(公告)号:US20240378487A1

    公开(公告)日:2024-11-14

    申请号:US18313636

    申请日:2023-05-08

    Abstract: A method for training a machine learning algorithm includes performing at least one exploratory training session of the machine learning algorithm using an input data set. The input data set includes a first plurality of input data samples. The method further includes dividing the input data set into a plurality of input data categories. The method further includes determining a regression curve equation for each of the plurality of input data categories based at least in part on the at least one exploratory training session. The method further includes collecting a second plurality of input data samples based at least in part on the regression curve equation for each of the plurality of input data categories. The method further includes training the machine learning algorithm using the second plurality of input data samples and the input data set.

    Programming vehicle modules from remote devices and related methods and systems
    3.
    发明授权
    Programming vehicle modules from remote devices and related methods and systems 有权
    从远程设备和相关方法和系统编程车辆模块

    公开(公告)号:US09374355B2

    公开(公告)日:2016-06-21

    申请号:US14064425

    申请日:2013-10-28

    CPC classification number: H04L63/08 H04L63/12

    Abstract: Methods, apparatus and systems are provided for programming a vehicle module. An exemplary vehicle includes a first module, a gateway module communicatively coupled to the first module, and an update module communicatively coupled to the gateway module. The update module is configured to provide authorization information and programming data to the gateway module. The gateway module is configured to verify that programming of the first module is authorized based at least in part on the authorization information and provide the programming data to the first module after verifying that the programming of the first module is authorized.

    Abstract translation: 提供了用于对车辆模块进行编程的方法,装置和系统。 示例性车辆包括第一模块,通信地耦合到第一模块的网关模块,以及通信地耦合到网关模块的更新模块。 更新模块被配置为向网关模块提供授权信息和编程数据。 网关模块被配置为验证至少部分地基于授权信息来授权第一模块的编程,并且在验证第一模块的编程被授权之后将编程数据提供给第一模块。

    SYSTEMS AND METHODS FOR VIDEO PLAYBACK CONTROL
    4.
    发明申请
    SYSTEMS AND METHODS FOR VIDEO PLAYBACK CONTROL 审中-公开
    视频播放控制的系统和方法

    公开(公告)号:US20140341545A1

    公开(公告)日:2014-11-20

    申请号:US13896212

    申请日:2013-05-16

    Abstract: Methods and apparatus are provided for a video playback control system for a vehicle. The method can include receiving a source of video data and accessing a data store for a run script associated with the playback of the video data. The method can also include if no run script exists in the data store, generating a log of user input received for the playback of the video data. The method can include storing the log in the data store as a run script associated with the playback of the video data.

    Abstract translation: 为车辆的视频播放控制系统提供了方法和装置。 该方法可以包括接收视频数据源并访问与视频数据的重放相关联的运行脚本的数据存储。 该方法还可以包括如果数据存储器中没有运行脚本存在,则生成为视频数据的重放而接收到的用户输入的日志。 该方法可以包括将日志存储在数据存储中作为与视频数据的重放相关联的运行脚本。

    SYSTEMS AND METHODS FOR VIDEO PLAYBACK CONTROL
    5.
    发明申请
    SYSTEMS AND METHODS FOR VIDEO PLAYBACK CONTROL 有权
    视频播放控制的系统和方法

    公开(公告)号:US20140341535A1

    公开(公告)日:2014-11-20

    申请号:US13896227

    申请日:2013-05-16

    CPC classification number: G11B27/3081 G11B27/105 H04N9/87

    Abstract: Methods and apparatus are provided for a video playback control system for a vehicle having a front cabin and a rear cabin. The apparatus can include at least one first display located in the front cabin, and at least one second display located in the rear cabin. The apparatus can also include a source of video data for display on the at least one first display and the at least one second display. The apparatus can include a control module that outputs a single still video frame or series of still video frames from a continuous video stream provided by the source of video data for display on the at least one first display.

    Abstract translation: 为具有前舱和后舱的车辆的视频重放控制系统提供了方法和装置。 该装置可以包括位于前舱中的至少一个第一显示器和位于后舱中的至少一个第二显示器。 该装置还可以包括用于在至少一个第一显示器和至少一个第二显示器上显示的视频数据源。 该装置可以包括控制模块,其从由视频数据源提供的连续视频流输出单个静止视频帧或一系列静止视频帧,以便在至少一个第一显示器上显示。

    Antenna mast detection methods and systems
    6.
    发明授权
    Antenna mast detection methods and systems 有权
    天线桅杆检测方法和系统

    公开(公告)号:US09329218B2

    公开(公告)日:2016-05-03

    申请号:US13868810

    申请日:2013-04-23

    CPC classification number: G01R31/006 H01Q1/12 H01Q1/1214 H01Q1/3275

    Abstract: Methods and systems are provided for detecting whether an antenna mast is coupled to an antenna. In one embodiment, a method of monitoring an antenna having a removable detection mechanism is provided. The method includes: monitoring voltage standing wave radio (VSWR) measurement data of the antenna; and selectively determining whether at least one of the detection mechanism and an antenna mast is installed based on the VSWR measurement data.

    Abstract translation: 提供了用于检测天线桅杆是否耦合到天线的方法和系统。 在一个实施例中,提供了一种监视具有可拆卸检测机构的天线的方法。 该方法包括:监测天线的电压驻波(VSWR)测量数据; 并且基于所述VSWR测量数据来选择性地确定所述检测机构和天线桅杆中的至少一个是否被安装。

    Speech recognition functionality in a vehicle through an extrinsic device
    7.
    发明授权
    Speech recognition functionality in a vehicle through an extrinsic device 有权
    通过外在装置的车辆中的语音识别功能

    公开(公告)号:US08947220B2

    公开(公告)日:2015-02-03

    申请号:US13665127

    申请日:2012-10-31

    CPC classification number: G10L15/22 B60R16/0373 G10L15/30 G10L2015/223

    Abstract: Speech recognition in a vehicle through an extrinsic device includes detecting, via the vehicle, a presence of a mobile communications device that is configured with a speech recognition component. A vehicle processor encodes data lists stored in the vehicle and transmits the data lists and a vehicle identifier to the mobile communications device. In response to receiving a request to initiate a voice recognition session, the vehicle transmits the request and the vehicle identifier to the mobile communications device that causes activation of the speech recognition component. The mobile communications device retrieves the data lists via the identifier. In response to a voice command received by the speech recognition component, the speech recognition component interprets the voice command, determines an action by evaluating the voice command in view of the data lists, and transmits an instruction to the vehicle processor directing the vehicle to implement the action.

    Abstract translation: 通过外部设备的车辆中的语音识别包括经由车辆检测配置有语音识别组件的移动通信设备的存在。 车辆处理器对存储在车辆中的数据列表进行编码,并将数据列表和车辆标识符发送到移动通信设备。 响应于接收到发起语音识别会话的请求,车辆将请求和车辆标识符发送到导致语音识别组件激活的移动通信设备。 移动通信设备通过标识符检索数据列表。 响应于由语音识别组件接收到的语音命令,语音识别组件解释语音命令,通过根据数据列表评估语音命令来确定动作,并且向车辆处理器发送指示车辆实现的指令 那个行动。

    SPEECH RECOGNITION FUNCTIONALITY IN A VEHICLE THROUGH AN EXTRINSIC DEVICE
    8.
    发明申请
    SPEECH RECOGNITION FUNCTIONALITY IN A VEHICLE THROUGH AN EXTRINSIC DEVICE 有权
    通过特殊设备的车辆中的语音识别功能

    公开(公告)号:US20140120892A1

    公开(公告)日:2014-05-01

    申请号:US13665127

    申请日:2012-10-31

    CPC classification number: G10L15/22 B60R16/0373 G10L15/30 G10L2015/223

    Abstract: Speech recognition in a vehicle through an extrinsic device includes detecting, via the vehicle, a presence of a mobile communications device that is configured with a speech recognition component. A vehicle processor encodes data lists stored in the vehicle and transmits the data lists and a vehicle identifier to the mobile communications device. In response to receiving a request to initiate a voice recognition session, the vehicle transmits the request and the vehicle identifier to the mobile communications device that causes activation of the speech recognition component. The mobile communications device retrieves the data lists via the identifier. In response to a voice command received by the speech recognition component, the speech recognition component interprets the voice command, determines an action by evaluating the voice command in view of the data lists, and transmits an instruction to the vehicle processor directing the vehicle to implement the action.

    Abstract translation: 通过外部设备的车辆中的语音识别包括经由车辆检测配置有语音识别组件的移动通信设备的存在。 车辆处理器对存储在车辆中的数据列表进行编码,并将数据列表和车辆标识符发送到移动通信设备。 响应于接收到发起语音识别会话的请求,车辆将请求和车辆标识符发送到导致语音识别组件激活的移动通信设备。 移动通信设备通过标识符检索数据列表。 响应于由语音识别组件接收到的语音命令,语音识别组件解释语音命令,通过根据数据列表评估语音命令来确定动作,并且向车辆处理器发送指示车辆实现的指令 那个行动。

    SYSTEM AND METHOD FOR CLOUD COORDINATED VEHICLE DATA COLLECTION

    公开(公告)号:US20240004715A1

    公开(公告)日:2024-01-04

    申请号:US17852722

    申请日:2022-06-29

    CPC classification number: G06F9/5033 G07C5/0841

    Abstract: A system for cloud coordinated vehicle data collection includes an onboard vehicle data management subsystem and a remotely-located back-office subsystem. Each subsystem includes one or more control modules having a processor, a memory, and input/output (I/O) ports. The control modules execute program code portions stored in memory. A first program code portion collects vehicle data from onboard vehicle data sources. A second program code portion determines which of several distinct communications systems will be used to transmit the vehicle data to the remotely-located back-office subsystem. A third program code portion causes the remotely-located back-office subsystem to allocate data processing tasks to specific computing resources. A fourth program code portion causes the onboard vehicle data management subsystem and the remotely-located back-office subsystem to continuously adjust data processing task allocation between onboard vehicle control modules and remotely located back-office control modules by minimizing costs and honoring task deadlines and resource consumption constraints.

    Method and system for reconstructing a vehicle scene at a cloud layer

    公开(公告)号:US10757363B2

    公开(公告)日:2020-08-25

    申请号:US16175343

    申请日:2018-10-30

    Abstract: A method and system for gathering vehicle video data, processing the vehicle video data, and providing the processed data to a cloud layer that reconstructs the scene encountered by the vehicle. By reconstructing the encountered scene at the cloud layer, a variety of commands can be generated for that vehicle or other vehicles in the vicinity, where the commands address the conditions being experienced by the vehicles. This may be particularly useful for autonomous or semi-autonomous vehicles. If the reconstructed scene is not sufficiently accurate or detailed, one or more data extraction parameter(s) can be adjusted so that additional data is provided to the cloud layer; if the reconstructed scene is sufficiently accurate, then the data extraction parameter(s) can be adjusted so that less data is provided to the cloud layer, thus, reducing unnecessary cellular data charges.

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