Deep learning is enabling a new generation of real-time video analytics technology that can identify and track people, vehicles, and more objects frame by frame in real time, providing state-of-the-art security for a wide range of businesses and government agencies. But along with the advances come challenges. Systems can be complex, and environmental inconsistencies make video analysis complicated. Working with Intel, Gorilla Technology used the Intel® Distribution of OpenVINO™ toolkit to achieve a 50% increase in CPU performance enabling low-end edge devices to analyze 1.5x more frames per second in real time.