Guides

Guides connect BoxMOT's modes and configuration into complete workflows. Use the mode pages for command arguments and the generated reference for exact Python signatures.

Core concepts

• Canonical Geometry — AABB, OBB, confidence, class, and detection-index structures.
• Tracking Pipeline — component boundaries, enrichment, state, and engine ownership.

Reproducible workflows

• Migrating to v24 — breaking Python, CLI, cache, and native API changes.
• Experiment Workflows — profiles, immutable build reuse, public inputs, and repeatable runs.
• Evaluation and Postprocessing — metrics, TrackEval parity, Kalman-filter tuning, and output transforms.
• Compare — choose trackers and compare them on shared inputs.

Deployment and integration

• Integrations — detector, ReID runtime, Python, service, and native extension points.
• Tracker Service — stateful HTTP tracking sessions.
• Native C++ — typed live tracking and cached evaluation through the same stateful API.

Advanced ReID

• CSL-TinyViT-7M HP-GRD — architecture and research recipe details.