An AI video camera based on Deep Learning on the Edge Technology, which provides real-time object detection, face recognition and pose tracking to enable automatic behavior analysis for security cameras. Deep Neural Networks (DNNs) inference on the edge offers multiple benefits for applications, including:
1) enabling the processing of high resolution inputs without compromising the user experience due to high-latency access of cloud services,
2) enabling a more cost-effective solution by choosing what to run locally and what to run on the cloud, and
3) providing improved data privacy.

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