Pet Camera Makers Move Video Processing Off the Cloud

Leading pet camera manufacturers are adopting dedicated neural processing units and dual-processor architectures to run computer vision algorithms locally on devices rather than streaming video to cloud servers. The shift addresses two critical constraints: real-time interaction latency during remote pet communication and privacy exposure from continuous cloud uploads. Hybrid storage models combine local microSD buffering with optional cloud subscriptions, allowing devices to function independently during connectivity loss. This pattern mirrors broader IoT industry movement toward edge inference.