Fisheye People Detection

• Dataset: CEPDOF, HABBOF

• Target HW: RPi 4B, RPi Zero W

Optimized for RPi 4B

(x1.35)

(x3.23)

(x7.00)

* NP-Performance, NP-Tradeoff, and NP-Latency have different architecture and image resolution.

* Latency measured from TensorFlow Lite benchmark tool result with XNNPACK, FP16 option.

Optimized for RPi Zero W

(x1.93)

(x2.68)

(x12.44)

* NP-Performance, NP-Tradeoff, and NP-Latency have different architecture and image resolution.

* Latency measured from TensorFlow Lite benchmark tool result with XNNPACK, FP16 option.