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Pre-written Python examples in the Halo repository demonstrate object detection, counting, and zone-based tracking, which can be customized for specific use cases.

Bourdakos’ Code Pattern, called “Create a real-time object detection app using Watson Machine Learning,” relies on a tool called Cloud Annotations.