- System host: Intel® Core™ i5-9400 CPU @ 2.90GHz
- Hailo Dataflow Compiler Version v5.3.0
- Measurement conditions: Measuring from the SoC, 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 | 27.4 | 27.1 | 21.7 | 25.4 | 512x512x3 | 30.09 | 125.34 | |
| yolact_regnetx_800mf | 25.6 | 25.2 | 30.8 | 37.0 | 512x512x3 | 28.3 | 116.75 | |
| yolov5l_seg⭐ | 39.5 | 39.3 | 13.2 | 14.5 | 640x640x3 | 47.89 | 147.88 | |
| yolov5m_seg⭐ | 36.9 | 36.5 | 38.0 | 45.0 | 640x640x3 | 32.60 | 70.94 | |
| yolov5m_seg_hpp | 34.4 | 38.1 | 45.0 | 640x640x3 | 32.60 | 70.94 | ||
| yolov5n_seg⭐ | 23.2 | 23.0 | 174 | 166 | 640x640x3 | 1.99 | 7.1 | |
| yolov5n_seg_hpp | 170 | 216 | 640x640x3 | 1.99 | 7.1 | |||
| yolov5s_seg⭐ | 31.3 | 30.6 | 97.1 | 121 | 640x640x3 | 7.61 | 26.42 | |
| yolov5s_seg_hpp | 27.9 | 27.3 | 96.3 | 120 | 640x640x3 | 7.61 | 26.42 | |
| yolov8n_seg⭐ | 30.0 | 29.5 | 164 | 221 | 640x640x3 | 3.4 | 12.04 | |
| yolov8s_seg⭐ | 36.5 | 36.0 | 73.0 | 93.7 | 640x640x3 | 11.8 | 42.6 |