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Onboard Perception in Real Conditions
YOLOv8 Nano initially ran at 25 ms per frame (~15 FPS) on a Raspberry Pi 5. During sustained operation in 34°C ambient heat, inference increased to 32 ms as the processor reached 76°C. A five-frame verification method rejected 88% of temporary false detections during field tests.































