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applications

Semantic Segmentation

A computer vision task that assigns a class label to every pixel in an image, creating a detailed map of what each region represents. Semantic segmentation provides more granular understanding than object detection.

In practice

In autonomous driving, semantic segmentation labels every pixel as road, sidewalk, vehicle, pedestrian, sky, building, etc.