The Department of Transportation, and local authorities with the approval of the Department of Transportation, may designate dangerous highway grade crossings of railroads and erect official traffic-control devices at such crossings directing a stop. When such stop signs are erected the driver of any vehicle shall stop within 50 feet but not less than 15 feet from the nearest track of such a grade crossing and afterward may proceed only upon exercising due care.