Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.
- Network available in Hailo Benchmark are marked with
- Networks available in TAPPAS are marked with
- Benchmark and TAPPAS networks run in performance mode
- All models were compiled using Hailo Dataflow Compiler v3.30.0
| Network Name | mAP | HW Accuracy | FPS (Batch Size=1) | FPS (Batch Size=8) | Input Resolution (HxWxC) | Params (M) | OPS (G) | Pretrained | Source | Compiled | Profile Html |
|---|---|---|---|---|---|---|---|---|---|---|---|
lightface_slim  |
39.7 | 39.26 | 1249 | 1249 | 240x320x3 | 0.26 | 0.16 | download | link | download | download |
| retinaface_mobilenet_v1 | 81.27 | 81.23 | 45 | 58 | 736x1280x3 | 3.49 | 25.14 | download | link | download | download |
| scrfd_10g | 82.13 | 82.09 | 93 | 143 | 640x640x3 | 4.23 | 26.74 | download | link | download | download |
| scrfd_2.5g | 76.59 | 76.32 | 191 | 308 | 640x640x3 | 0.82 | 6.88 | download | link | download | download |
| scrfd_500m | 68.98 | 68.81 | 195 | 360 | 640x640x3 | 0.63 | 1.5 | download | link | download | download |