有网络结构:
https://github.com/jylink/yolov5-mobilenetv3
Face detection(single class)
Network | Input size | Train data | Val data | FLOPS | Params | Weight size | [email protected] | Weight size | Easy | Medium | Hard |
---|---|---|---|---|---|---|---|---|---|---|---|
Retinaface-m0.25 | 320 | WF | WF | - | - | 1.68M | - | 1.68M | 74.5 | 55.3 | 23.2 |
YOLOv3-Ultra | 320 | WF | WF | 110M | 0.1M | 515K | 35.8 | 516K | 75.507 | 71.034 | 43.083 |
MobileNetV2-YOLOv3-Nano-3yolo | 320 | WF | WF | 0.69G | 0.76M | 3.2M | 39.2 | 3.2M | 83.464 | 79.303 | 47.205 |