A vehicle includes a first sensor for sensing a first image, a second sensor for sensing a second image, and a processor that is configured to generate seating information of a passenger based on the first image, and generate posture information of the passenger with the generated seating information based on at least one of the first image or the second image.

A vehicle includes a first sensor for sensing a first image, a second sensor for sensing a second image, and a processor that is configured to generate seating information of a passenger based on the first image, and generate posture information of the passenger with the generated seating information based on at least one of the first image or the second image.

A reporting device mounted on a vehicle, comprises: a recognition processing unit configured to recognize an obstacle existing in front of the vehicle on the basis of information detected by a front detection unit and a risk target existing at least diagonally behind the vehicle on the basis of information detected by a rear detection unit; a sight line monitoring unit configured to determine whether or not a driver recognizes the obstacle or the risk target on the basis of an overlap between a sight line of the driver acquired on the basis of a captured image of the driver and the obstacle or the risk target; and a reporting control unit configured to report the existence of the obstacle or the risk target.

A system and method may track data from one or more sensors during vehicle driving. Based on the sensors data, one or more alerts or potential hazards may be identified. The system and method may generate a drive summary including information and optional statistics about the alerts or potential hazards.

Provided is a vehicle control system and vehicle control method. The vehicle control system includes: one or more image sensors disposed on a vehicle to have a field of view of an inside of the vehicle and configured to capture image data and process the captured image data; and a controller configured to control the vehicle according to a state of a child existing in the vehicle on the basis of the image data.

Provided is a vehicle control system and vehicle control method. The vehicle control system includes: one or more image sensors disposed on a vehicle to have a field of view of an inside of the vehicle and configured to capture image data and process the captured image data; and a controller configured to control the vehicle according to a state of a child existing in the vehicle on the basis of the image data.

A personalized notification method for a mobility as a service (MaaS) vehicle includes receiving conditional personalized notification features from a passenger of the MaaS vehicle. The method also includes monitoring current driving environment of the MaaS vehicle to determine whether a condition of the conditional personalized notification features is satisfied. The method further includes notifying the passenger when the condition is satisfied via at least one localized output device in a compartment of the MaaS vehicle.

A personalized notification method for a mobility as a service (MaaS) vehicle includes receiving conditional personalized notification features from a passenger of the MaaS vehicle. The method also includes monitoring current driving environment of the MaaS vehicle to determine whether a condition of the conditional personalized notification features is satisfied. The method further includes notifying the passenger when the condition is satisfied via at least one localized output device in a compartment of the MaaS vehicle.

A system for mitigating thermal runaway in a battery-powered electric vehicle (EV). The system includes a gas sensor configured to measure a level of at least one type of gas in a vicinity of a battery of the EV, a thermal event detector configured to determine, based on the measured level of the at least one type of gas, that the battery is experiencing out-gassing, and a communications interface configured to transmit an alert to a fleet management system regarding the out-gassing of the battery. The fleet management system alters an assignment of the EV in response to the out-gassing of the battery.

A system for mitigating thermal runaway in a battery-powered electric vehicle (EV). The system includes a gas sensor configured to measure a level of at least one type of gas in a vicinity of a battery of the EV, a thermal event detector configured to determine, based on the measured level of the at least one type of gas, that the battery is experiencing out-gassing, and a communications interface configured to transmit an alert to a fleet management system regarding the out-gassing of the battery. The fleet management system alters an assignment of the EV in response to the out-gassing of the battery.