“Edge AI vision-based processing is on the rise for smart devices, such as smartphones, automotive and consumer electronics. Having a dedicated AI co-processor on the device offers numerous benefits including enhanced vision quality, higher performance, improved privacy, reduced bandwidth and latency, less CPU computational load, efficient energy use, and less BOM cost. These features are invaluable particularly for edge 5G-enabled applications such as smart IoT and mobile endpoint devices”