Semantic Segmentation

Classifying every pixel in an image into a predefined set of categories (floor, table, object, robot). Semantic segmentation provides dense scene understanding for robot navigation (drivable surface detection) and manipulation (separating objects from background). Architectures include U-Net, DeepLab, and SegFormer.