AI Tools is crucial for transportation because it helps improve safety, reduce vehicle congestion, and enable automation. Computer Vision Applications in Transportation can detect pedestrians, vehicles, and obstacles in real time, helping prevent accidents. Computer Vision Applications also helps manage road transportation by monitoring the flow of vehicles and adjusting road signals to reduce congestion.