Table 2.
The results of ablation experiments.
Methods | Recall | Precision | AP | F1 | Params | FPS |
---|---|---|---|---|---|---|
Yolox-tiny | 86.81% | 92.94% | 93.68% | 0.9 | 5,032,866 | 30.94 |
LP Yolox-tiny | 91.03% | 94.67% | 96.25% | 0.93 | 5,144,200 | 25.19 |
LPDNet (proposed) | 90.66% | 95.74% | 97.14% | 0.93 | 5,150,158 | 24.68 |