目标检测
| Model | 输入尺寸 | 类别数 | 参数量 | BPU吞吐量(FPS) | 后处理时间(ms) | GitHub仓库 |
|---|---|---|---|---|---|---|
| fcos | 512x512 | 80 | - | 173.9 | 5 | GitHub |
| YOLOv5s_v2.0 | 640x640 | 80 | 7.5 M | 38.2 | 13 | GitHub |
| YOLOv5x_v2.0 | 640x640 | 80 | 89.0 M | 3.9 | 13 | GitHub |
| YOLOv5n_v7.0 | 640x640 | 80 | 1.9 M | 37.2 | 13 | GitHub |
| YOLOv5s_v7.0 | 640x640 | 80 | 7.2 M | 20.9 | 13 | GitHub |
| YOLOv5x_v7.0 | 640x640 | 80 | 86.7 M | 3.6 | 13 | GitHub |
| YOLOv8n | 640x640 | 80 | 3.2 M | 34.1 | 6 | GitHub |
| YOLOv10n | 640x640 | 80 | 6.7 G | 18.1 | 5 | GitHub |