A vehicle occupancy reminder system. The system includes at least one camera mounted to an interior surface of a motor vehicle. The camera is in operable connection with a processor. The processor is configured to perform a first logic. The first logic is a facial recognition program. The facial recognition program is configured to detect the presence of an individual or multiple individuals. The facial recognition program is configured to enact an alarm protocol when the facial recognition program detects the presence of any individuals.

A dynamic rollover zone detection system that is easily attached to mobile machinery and dynamically detects a rollover zone around the mobile machinery. The system detects humans and objects within the rollover zone using one or more pre-trained machine learning models in order to prevent accidents and potential collisions between machinery and people or objects in the rollover zone. If a human or obstacle is identified in the rollover zone, an alert or warning is provided and/or the mobile machinery is disabled.

A dynamic rollover zone detection system that is easily attached to mobile machinery and dynamically detects a rollover zone around the mobile machinery. The system detects humans and objects within the rollover zone using one or more pre-trained machine learning models in order to prevent accidents and potential collisions between machinery and people or objects in the rollover zone. If a human or obstacle is identified in the rollover zone, an alert or warning is provided and/or the mobile machinery is disabled.

A lockout device that can be used independently and/or through a connected system that provides information and warnings of conventional lockout tag, while also able to actively provide information to a user and any other individual or device through a network in the system. The lockout device is paired with a user and enables audible and/or visual warnings to ensure notice of the lockout device as well as warnings to the user through the network of possible tampering.

A system includes a first lead connecting to existing vehicle wiring for activating a signal light of a right side of a vehicle, and a first strobing light module having a first microcontroller connected to the first lead and operating a first light capable of strobing operation. A second lead connects to existing vehicle wiring for activating a signal light of a left side of the vehicle, and a second strobing light module having a second microcontroller connects to the second lead and operating a light capable of strobing operation. The first and second microcontrollers are communicatively coupled and each provides a signal to the other when it has detected activation of its respective lead. The first and second microcontrollers both strobe their respective light capable of strobing operation upon receiving the signal from the other and the signal from their own respective lead.

A system includes a microcontroller that controls illumination of a plurality of vehicle lights that are operable in a flashing state wherein the plurality of lights operate as hazard flashers visible on a front and rear of a vehicle and a strobing state wherein the plurality of lights operate as strobing lights visible on the front and rear of the vehicle. The system includes a strobe activation switch that provides a signal to the microcontroller to operate the plurality of vehicle lights in the second strobing state. The microcontroller operates the plurality of vehicle lights in the first hazard flasher state in response activation of an existing hazard flasher switch. The strobing state has a flash rate that is perceptibly faster than a flash rate of the flashing state.

A vehicle includes: a camera obtaining an external view of the vehicle and acquiring illuminance data; a radar detecting a target object located outside the vehicle and acquiring radar data; and a controller including at least one processor for processing the illuminance data acquired by the camera and the radar data acquired by the radar.

A vehicular driving assist system includes a forward-viewing camera and a side object detection system disposed at a vehicle equipped with the vehicular driving assist system. The side object detection system includes a driver side-sensing radar sensor and a passenger side-sensing radar sensor. Image data captured by the forward-viewing camera is processed to detect traffic lane markers for a lane departure warning system of the equipped vehicle. Responsive at least in part to one of the radar sensors detecting a vehicle travelling in the same direction as the equipped vehicle and approaching from rearward of the equipped vehicle in a traffic lane that is to the respective side of the traffic lane that the equipped vehicle is travelling in, the vehicular driving assist system alerts a driver of the equipped vehicle of presence of the detected vehicle regardless of turn signal usage by the driver of the equipped vehicle.

Systems, devices, and methods for replacing an existing truck cab braking light with an after-market or retrofit universal elongated light emitting diode (LED) light device which can easily replace existing truck cab rear facing brake lights, and do not require different types of light devices for different trucks, and can be rigidly sealed and seated against the rear of the truck cab with additional fasteners. The replacement light system include three sets of printed circuit boards having LEDS (light emitting diodes) that can be independently operated or operated together, in different colors, such as but not limited to red and white color emissions in various operating conditions.

A method, an apparatus and a storage medium for evacuating a person around an autonomous vehicle are proposed. The method includes: obtaining data about surrounding of the autonomous vehicle during the driving of the autonomous vehicle; recognizing a person with onlooker intention within a predetermined range around the autonomous vehicle according to the data obtained; evacuating the person with onlooker intention in a predetermined manner. The technical solution may be applied to ensure normal driving of the autonomous vehicle.