At Waymo, we use machine learning to detect and classify different types of objects and road features. The powerful neural nets that make up our perception system learn to recognize objects and their corresponding behaviors from labeled examples of everything our Waymo Driver encounters, from joggers and cyclists, to traffic light colors and temporary road signs, or even trees and shrubs. Over the past decade we have built up an enormous collection of objects captured by our powerful custom-designed hardware.
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