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 v3.29.0
| Network Name | mAP | HW Accuracy | FPS (Batch Size=1) | FPS (Batch Size=8) | Input Resolution (HxWxC) | Params (M) | OPS (G) | Pretrained | Source | Compiled |
|---|---|---|---|---|---|---|---|---|---|---|
| yolact_regnetx_1.6gf | 27.57 | 27.26 | 33 | 45 | 512x512x3 | 30.09 | 125.34 | download | link | download |
| yolact_regnetx_800mf | 25.61 | 25.4 | 35 | 48 | 512x512x3 | 28.3 | 116.75 | download | link | download |
| yolov5l_seg | 39.78 | 39.32 | 18 | 24 | 640x640x3 | 47.89 | 147.88 | download | link | download |
| yolov5m_seg | 37.05 | 36.54 | 41 | 60 | 640x640x3 | 32.60 | 70.94 | download | link | download |
yolov5n_seg  |
23.35 | 22.86 | 136 | 218 | 640x640x3 | 1.99 | 7.1 | download | link | download |
| yolov5s_seg | 31.57 | 30.79 | 100 | 159 | 640x640x3 | 7.61 | 26.42 | download | link | download |
| yolov8m_seg | 40.6 | 40.32 | 29 | 41 | 640x640x3 | 27.3 | 110.2 | download | link | download |
| yolov8n_seg | 30.32 | 29.8 | 127 | 231 | 640x640x3 | 3.4 | 12.04 | download | link | download |
| yolov8s_seg | 36.63 | 36.4 | 61 | 99 | 640x640x3 | 11.8 | 42.6 | download | link | download |