Free People Detection Models

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Free People Detection Models

Dataset: MS COCO subset

Target Hardware: NVIDIA Jetson Nano

Model	mAP[0.5:0.95] (%)	Latency (ms)
NP-Performance	58.8	182
NP-Trade-off	51.2	103
NP-Latency	47	48

• NP-Performance, NP-Tradeoff, and NP-Latency have different architecture and image resolution.
• TRT Engine created with trtexec, explictBatach, FP16 option.
• Latency measured with trtexec, 'latencyMS' key.

Target Hardware: Raspberry Pi 3B+

Model	mAP[0.5:0.95] (%)	Latency (ms)
NP-Performance	46.0	464
NP-Trade-off	40.1	287
NP-Latency	32.6	179

• 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.

The free AI models cannot be used for any commercial use.
If you want to use AI models for commercial use, contact us via [email protected].