Build a Real-Time Video Analytics Pipeline with YOLO26 and ByteTrack

In this lesson, you will learn how to build a complete real-time video analytics pipeline using YOLO26 for object detection and ByteTrack for multi-object tracking (MOT), including line-crossing analytics for people counting and vehicle counting on macOS.

To learn how to build a real-time video analytics pipeline with YOLO26 and ByteTrack, just keep reading.

There is a big difference between a detector and a video analytics system.

A detector answers the question, “What is in this frame right now?”

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