- System host: Intel® Core™ i5-9400 CPU @ 2.90GHz
- Hailo Dataflow Compiler Version v5.3.0
- Measurement conditions: PCIe Gen 3 x 4 lanes, room temperature
| Key / Icon | Description |
|---|---|
| ⭐ | Networks used by Hailo-apps. |
| S | Source – Link to the model's open-source repository. |
| PT | Pretrained – Download the pretrained model file (ZIP format). |
| HEF, NV12, RGBX | Compiled Models – Links to models in various formats: - HEF: RGB format - NV12: NV12 format - RGBX: RGBX format |
| PR | Profiler Report – Download the model's performance profiling report. |
| Network Name | float mAP-segmentation | Hardware mAP-segmentation | FPS (Batch Size=1) | FPS (Batch Size=8) | Links | Input Resolution (HxWxC) | Params (M) | OPS (G) |
|---|---|---|---|---|---|---|---|---|
| yolact_regnetx_1.6gf | 27.6 | 27.3 | 66.7 | 83.2 | 512x512x3 | 30.09 | 125.34 | |
| yolact_regnetx_800mf | 25.6 | 25.3 | 81.2 | 103 | 512x512x3 | 28.3 | 116.75 | |
| yolo26l_seg | 45.0 | 43.2 | 38.1 | 56.0 | 640x640x3 | 28 | 150.2 | |
| yolo26m_seg | 38.9 | 63.9 | 640x640x3 | 23.6 | 131.8 | |||
| yolo26n_seg | 33.5 | 32.2 | 182 | 186 | 640x640x3 | 2.7 | 9.9 | |
| yolo26s_seg | 39.5 | 37.5 | 92.6 | 138 | 640x640x3 | 10.4 | 37 | |
| yolov5l_seg⭐ | 39.8 | 39.3 | 47.8 | 62.5 | 640x640x3 | 47.89 | 147.88 | |
| yolov5m_seg⭐ | 37.1 | 36.6 | 65.4 | 93.3 | 640x640x3 | 32.60 | 70.94 | |
| yolov5m_seg_hpp | 34.4 | 32.7 | 66.2 | 77.6 | 640x640x3 | 32.60 | 70.94 | |
| yolov5n_seg⭐ | 23.3 | 23.1 | 241 | 176 | 640x640x3 | 1.99 | 7.1 | |
| yolov5n_seg_hpp | 20.7 | 19.8 | 83.2 | 78.9 | 640x640x3 | 1.99 | 7.1 | |
| yolov5s_seg⭐ | 31.6 | 30.8 | 178 | 163 | 640x640x3 | 7.61 | 26.42 | |
| yolov5s_seg_hpp | 27.9 | 27.3 | 78.8 | 84.2 | 640x640x3 | 7.61 | 26.42 | |
| yolov8m_seg⭐ | 40.6 | 40.2 | 66.7 | 96.6 | 640x640x3 | 27.3 | 110.2 | |
| yolov8n_seg⭐ | 30.3 | 29.9 | 310 | 219 | 640x640x3 | 3.4 | 12.04 | |
| yolov8s_seg⭐ | 36.6 | 36.3 | 138 | 167 | 640x640x3 | 11.8 | 42.6 |