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].
Updated about 2 years ago