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2026-06-12 06:41:39 -

Semantic Segmentation for Autonomous Driving: What the Annotation Work Actually Involves

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...

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