Norfair provides a customizable framework for multi-object tracking in video streams. It integrates with existing object detectors and pose estimators, using techniques like deepsort, re-identification, and Kalman filtering to maintain object identities across frames. Developers can add tracking to their detection pipelines with minimal code, and the library supports both 2D and 3D tracking scenarios.