Table 3 Ablation experiments on license plate detection on the CCPD dataset.
From: License plate recognition system for complex scenarios based on improved YOLOv5s and LPRNet
Network | P | map50 | Params (M) | Model size (MB) | GFLOPs |
|---|---|---|---|---|---|
YOLOv5s | 0.952 | 0.991 | 7.26 | 13.84 | 17.6 |
Triplet attention | 0.967 | 0.993 | 7.38 | 14.04 | 17.9 |
Two-layer triplet attention | 0.978 | 0.994 | 7.49 | 14.28 | 18.1 |
Soft-NMS | 0.965 | 0.992 | 7.26 | 13.84 | 17.6 |
Two-layer triplet attention་Soft-NMS | 0.989 | 0.994 | 7.49 | 14.28 | 18.1 |
