Person detection

This demo shows real-time person detection from a camera stream, running on the Axon NPU. It is maintained in the Person detection demo repository, separate from the Edge AI Add-on repository.

The demo is an enriched version of the Person detection application from Edge AI Add-on. It uses the same hardware, model, and detection pipeline, but adds the following capabilities that are not part of the maintained in the base application:

• Live image and detection streaming to a PC over USB CDC ACM, viewed with a host-side Python script.

• A customized ArduCam Mega driver tuned for a higher capture framerate to support continuous streaming.

• GPIO trace pins for measuring current and duration of each processing phase (capture, preprocessing, inference, postprocessing) with a Power Profiler Kit II (PPK2).

See the Person detection demo repository for setup, build instructions, and the streaming viewer.