Hailo-8: YOLOv8n INT8, 235 fps (Model Zoo)

VENDOR MODEL-ZOO NUMBERS, RE-PUBLISHED (CodeSOTA register citing the public Hailo Model Zoo; INT8, batch 1, Hailo-8 reference board, HailoRT runtime). Unit = frames/inferences per second. Hailo-8 has NO LLM/generative path (on-die SRAM dataflow arch; generative-AI support starts at Hailo-10H) - these are vision-CNN records.

NMS on-chip. Runtime is HailoRT + a compiled .hef from the Hailo Model Zoo (engine record hailo-rt).