An autonomous vehicle’s camera sees an image. Its perception model needs to understand a scene — every pixel classified, every category boundary precise, every drivable surface correctly identified from the construction zones, pedestrian areas, and obstacles that surround it.
That understanding comes from semantic segmentation: the pixel-level classification of every element in the...