Method and system for generating touch-based alerts to a driver in a vehicle

A driver assistance system for generating touch-based alerts to a driver in a vehicle, wherein the driver assistance system is connected to an image capturing device, a hand tracking device and a haptic device configured in the vehicle, comprising:

• a processor;
• and
• a memory communicatively coupled to the processor, wherein the memory stores processor instructions, which, on execution, causes the processor to:
• receive a plurality of frames including the driver in the vehicle from the image capturing device;
• detect a position of face of the driver in each of the plurality of frames using a pretrained position detection model;
• identify one or more facial attributes of the driver based on the position of the face using a pretrained feature extraction model;
• determine one or more eye attributes of the driver based on the identified one or more facial attributes using a pretrained attribute determination model;
• estimate sensory information from a plurality of sensory data based on the one or more facial attributes and the one or more eye attributes using a pretrained event model;
• compute information regarding haptic sensation for the driver based on the estimated sensory information and a position of hands of the driver received from the hand tracking device;
• and
• generate using signals relating to the haptic sensation received from the haptic device, an alert to the driver for taking one or more corrective measure, wherein the haptic device generates the signals based on the computed information regarding the haptic sensation.

A non-transitory computer readable medium including instruction stored thereon that when processed by at least one processor cause an application deployment system to perform operation comprising:

• receiving a plurality of frames including the driver in the vehicle from an image capturing device configured in the vehicle;
• detecting a position of face of the driver in each of the plurality of frames using a pretrained position detection model;
• identifying one or more facial attributes of the driver based on the position of the face using a pretrained feature extraction model;
• determining one or more eye attributes of the driver based on the identified one or more facial attributes using a pretrained attribute determination model;
• estimating sensory information from a plurality of sensory data based on the one or more facial attributes and the one or more eye attributes using a pretrained event model;
• computing information regarding haptic sensation for the driver based on the estimated sensory information and a position of hands of the driver received from a hand tracking device configured in the vehicle;
• and
• generating, using signals relating to the haptic sensation received from a haptic device, an alert to the driver for taking one or more corrective measure, wherein the haptic device generates the signals based on the computed information regarding the haptic sensation.