What role do neural networks play in autonomous vehicles?

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Question: What role do neural networks play in autonomous vehicles?

Options:

Correct Answer: Path planning and obstacle detection

Solution:

Neural networks are used in autonomous vehicles for path planning and detecting obstacles, enabling safe navigation.

What role do neural networks play in autonomous vehicles?

What role do neural networks play in autonomous vehicles?

Step 1: Understand that autonomous vehicles are cars that can drive themselves without human help.
Step 2: Learn that neural networks are a type of computer program that can learn from data, similar to how our brains work.
Step 3: Recognize that these neural networks help the car understand its surroundings by processing data from sensors like cameras and radar.
Step 4: Know that neural networks help the car detect obstacles, such as other cars, pedestrians, and traffic signs.
Step 5: Understand that neural networks also assist in path planning, which means deciding the best route for the car to take to reach its destination safely.
Step 6: Conclude that by using neural networks, autonomous vehicles can navigate safely and efficiently on the roads.

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