VEHICLE SYSTEM WITH A SAFETY MECHANISM AND METHOD OF OPERATION THEREOF

A method of operation of a vehicle system includes receiving an image from a visual sensor, identifying an item of interest based on the image, generating a bounding box around the item of interest, categorizing a target object based on the item of interest within the bounding box, calculating a distance based on a width of the bounding box, and communicating the distance for assisting in operation of the vehicle.