- 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 | Hardware mAP | FPS (Batch Size=1) | FPS (Batch Size=8) | Links | Input Resolution (HxWxC) | Params (M) | OPS (G) |
|---|---|---|---|---|---|---|---|---|
| lightface_slim | 39.7 | 39.3 | 865 | 876 | 240x320x3 | 0.26 | 0.16 | |
| retinaface_mobilenet_v1 | 81.3 | 81.2 | 115 | 160 | 736x1280x3 | 3.49 | 25.14 | |
| scrfd_10g⭐ | 82.1 | 82.1 | 290 | 290 | 640x640x3 | 4.23 | 26.74 | |
| scrfd_2.5g⭐ | 76.6 | 76.4 | 538 | 526 | 640x640x3 | 0.82 | 6.88 | |
| scrfd_500m | 69.0 | 68.8 | 543 | 540 | 640x640x3 | 0.63 | 1.5 |