Running Frigate NVR for local AI object detection across multiple security cameras is one of the most rewarding home automation projects. However, running object detection purely on an Intel CPU quickly leads to bottlenecksâinference speeds hover between 80ms to 140ms per frame, and CPU utilization can easily pin at âŚ
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