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Deploy YOLOX Nano on ESP32 HMI (ESP32-S3 based) for efficient, real-time person counting. This Edge AI guide covers model preparation (ONNX), crucial model quantization for local inference, and Arduino deployment. Leverage ESP32-S3 acceleration for fast, private object detection displayed directly on the HMI touch screen.