Segmentation Model Serving

Why it matters

Segmentation serving powers medical + satellite AI. SAM broad; specialized deep.

The architecture

Image → encoder → mask decoder → mask.

Prompt-based (SAM) or specialized.

How it works end to end

SAM 1 and 2.

Mask R-CNN legacy.

UNet medical.