Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

Existing trackers are often task-specific, limiting generalization. We present a unified tracker, SAM 2++, unifies tracking across masks, boxes, and points through task-specific prompts, a unified ...