From: Research on Chinese traditional opera costume recognition based on improved YOLOv5
Models | mAP0.5 | Time per frame/ms | Memory size/MB |
---|---|---|---|
SSD | 0.745 | 53 | 92.2 |
Faster-RCNN | 0.855 | 89 | 146 |
YOLOv3 | 0.79 | 59 | 231 |
YOLOv5m | 0.852 | 33 | 40.2 |
YOLOv5s | 0.832 | 24 | 13.7 |
YOLOv5-CBD | 0.863 | 28 | 13.4 |