Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: A system includes an interface and a processor. The interface is configured to receive one or more images of an interior of a vehicle from a camera. The processor is configured to determine whether the one or more images indicates to initiate communication to a selected group of receivers from a driver; receive a message; and provide the message to the selected group of receivers.

Abstract: A system for dynamic job shifting includes an interface and a processor. The interface is configured to receive a job request to perform a job. The processor is configured to monitor available resources for performing the job. The available resources include a set of vehicle carried systems accessible to a vehicle event recorder via a communication link. The vehicle event recorder is coupled to a vehicle. The processor is further configured to determine a vehicle carried system of the set of vehicle carried systems for performing the job; provide the job to the vehicle carried system, where the job is configured to create one or more checkpoint data files; and receive an indication of creation of a checkpoint data file of the one or more checkpoint data files.

Abstract: A system for extended time scale event detection includes a data storage device and a processor. The data storage device is configured to store sensor data associated with a vehicle. The processor is configured to analyze an extended time period of the sensor data to identify minor events. The minor events are detected using a minor event threshold. The processor is further configured to determine whether there are more than a threshold number of the minor events and, in the event there are more than a threshold number of the minor events, flag the minor events.

Abstract: A system for dynamic job shifting includes an interface and a processor. The interface is configured to receive a job request to perform a job. The processor is configured to monitor available resources for performing the job. The available resources include a set of vehicle carried systems accessible to a vehicle event recorder via a communication link. The vehicle event recorder is coupled to a vehicle. The processor is further configured to determine a vehicle carried system of the set of vehicle carried systems for performing the job; provide the job to the vehicle carried system, where the job is configured to create one or more checkpoint data files; and receive an indication of creation of a checkpoint data file of the one or more checkpoint data files.

Abstract: A system for checking consent includes an input interface and a processor. The input interface is to receive a start indication of a driver shift start. The processor is to determine a driver for the driver shift; determine whether a consent is stored for the driver; and in the event a consent is stored for the driver, store a transfer indication.

Abstract: A system for efficient video browsing includes an interface and a processor. The interface is configured to receive marks for a video, where marks for a video are determined based at least in part on trigger inputs. The processor is configured to determine whether to enter an efficient video browsing mode; and in response to determining to enter the efficient video browsing mode: retrieve a portion of the video based at least in part on the marks; and cause displaying of the portion of the video.

Abstract: A system for providing power includes a control and a switch. The control is configured to indicate providing parallel power to a vehicle mounted device. The switch is configured to connect power in parallel to the vehicle mounted device, where connecting power in parallel includes back current protection.

Abstract: A system for capturing video comprises an input interface and a processor. The input interface is configured to receive sensor data. The processor is configured to determine whether a driver is in a dangerous state based at least in part on the sensor data; and in the event the driver is in the dangerous state, provide an indication to turn on interior video capture.

Abstract: A diagnostic monitoring system and method is employed for one or more vapor compression systems such as air conditioners and heat pumps having a compressor, an indoor air handler fan coil and an outdoor condensor. Temperature, voltage and current sensors are provided at the outdoor condensor to determine that at least one vapor compression system is operating properly. Data obtained from the sensors is wirelessly transmitted to a receiving-device for use by the systems' custodian or repair service provider and includes information concerning an occurrence of periods when one or more of the vapor compression systems are operating at an abnormal state.

Abstract: A method and system for analyzing customer feedback is provided. The method includes accessing a keyword and word mapping database and receiving consumer feedback data associated with a product or service. The consumer feedback data includes feedback data groups. Each group is divided into segments based on word analysis. Each segment is analyzed with respect to the keyword and thesaurus database. A score is generated for each segment and a composite score is generated for each feedback data group. Each composite score is stored.

Abstract: A system for triggering a specialized data collection mode of a vehicle event recorder comprises an input interface, a processor, and an output interface. The input interface is configured to receive a trigger indication from an external trigger source. The processor is configured to determine whether the trigger indication comprises an indication to enter into a specialized data collection mode and, in the event that the trigger indication comprises the indication to enter into the specialized data collection mode, to determine a vehicle event recorder associated with the trigger indication. The output interface is configured to provide a specialized data collection mode indication to enter the specialized data collection mode to the vehicle event recorder in the event that the trigger indication comprises the indication to enter into the specialized data collection mode.

Abstract: A system for deleting map data comprises an interface and a processor. The interface is configured to determine a location associated with a device. The processor is configured to determine one or more map bundles to delete based at least in part on the location and delete the one or more map bundles.

Abstract: A system for receiving a driving event comprises an interface and a processor. An interface is configured to receive a portion of data regarding a driving event. A processor is configured to determine whether more data regarding the driving event should be requested and, in the event that more data regarding the driving event should be requested, request more data regarding the driving event.

Abstract: A system for receiving a driving event comprises an interface and a processor. An interface is configured to receive a portion of data regarding a driving event. A processor is configured to determine whether more data regarding the driving event should be requested and, in the event that more data regarding the driving event should be requested, request more data regarding the driving event.

Abstract: A system for autonomous driving comparison and evaluation comprises an input interface and a processor. The input interface is configured to receive trip information generated during a driver controlled trip and receive information from an autonomous driving system related to actions that the autonomous driving system would have taken had it been in control during the trip. The processor is configured to compare a trip factor of the driver controlled trip with a simulated trip factor that would have occurred had the autonomous driving system been in control.

Abstract: A system for automatic engagement of a driver assistance system comprises an input interface, a processor, and an output interface. The input interface is configured to receive data associated with one or more events. The processor is configured to evaluate the risk associated with the data and to determine that the risk indicates a state change in a driver assistance system is appropriate. The output interface is configured to provide an indication that the state change in the driver assistance system is appropriate.

Abstract: A system for checking consent includes an input interface and a processor. The input interface is to receive a start indication of a driver shift start. The processor is to determine a driver for the driver shift; determine whether a consent is stored for the driver; and in the event a consent is stored for the driver, store a transfer indication.

Abstract: A system for transmitting a driving event comprises an interface and a processor. The interface is configured to receive a portion of data. The processor is configured to detect a driving event based at least in part on the portion of data; determine whether the driving event satisfies a non-transmitting criteria; and in the event that the driving event satisfies the non-transmitting criteria, indicate that the driving event is not to be transmitted.

Abstract: A device for transferring images from an image donating member to an image receiving medium comprises a substrate, at least two electrodes disposed on the substrate, and at least one layer of coating disposed on the substrate having an outer surface for forming a nip region with the image donating member. The at least two electrodes are controllable to produce an electric field and control a position thereof at the nip region to allow transfer of an image from the image donating member to the image receiving medium in an image transfer operation.