Machine vision plays a vital role in autonomous robots by enabling them to perceive and interpret their surroundings. Utilizing cameras and sensors, machine vision systems can identify objects, detect obstacles, and recognize patterns in real-time. This visual data allows robots to make informed decisions, navigate safely, and perform tasks with precision, such as sorting items on production lines or handling materials. Furthermore, machine vision enhances robotic capabilities in areas like quality control and inspection, where accuracy is critical. As robotics technology advances, machine vision continues to be essential for the development of sophisticated, autonomous systems capable of complex interactions with the environment.