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

It also makes extensive use of Python scripts, but if you’re comfortable with that and you have an application for computer vision, [Evan]’s tutorial will get you started.

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