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A smart home setup now runs AI surveillance entirely on local hardware, with TP Link cameras and an ESP32-CAM feeding Frigate on a Raspberry Pi 5. Gemma 4 E4B on a GTX 1080 generates motion summaries via LLM Vision, keeping all footage in-house.
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