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Self-driving vehicles are capable of sensing the surrounding environment and driving safely with less or no human involvement. visual perception can be regarded as one of the main components in understanding the surrounding environment. Detection of static regulatory and navigational objects which include traffic signs, traffic lights, lane markings and road markings can be identified as an important task.