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sensor-based-inference

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HR-coding / SAGE-Vision

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A Raspberry Pi 4 edge application that uses PIR, LDR and ultrasonic sensors to throttle YOLOv8 inference resolution and frame rates, reducing idle power and CPU thermals. Serial I/O and TFLite tasks are pinned to isolated CPU cores to maintain stable latency.

python raspberry-pi iot computer-vision finite-state-machine quantization ultrasonic-sensor ldr pir-sensor ldr-sensor esp32-arduino clahe edge-ai yolov8 low-power-inference sensor-based-inference
  • Updated Jun 25, 2026
  • Python

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