Table 3 Performance comparison of different restart learning rates of YOLOv4_GECA_3_SGDR.
From: Mining belt foreign body detection method based on YOLOv4_GECA model
Model | Recall | Parameters(× 106) | Fps | |
|---|---|---|---|---|
YOLOv4 | 0.885 | 0.888 | 63.9592 | 35.77 |
YOLOv4_GECA_3 | 0.895 | 0.894 | 63.9593 | 30.07 |
YOLOv4_GECA_3_Decay | 0.889 | 0.887 | 63.9593 | 30.04 |
YOLOv4_GECA_3_SGDR_1 | 0.901 | 0.907 | 63.9593 | 30.31 |
YOLOv4_GECA_3_SGDR_2 | 0.896 | 0.892 | 63.9593 | 30.05 |
YOLOv4_GECA_3_SGDR_3 | 0.898 | 0.899 | 63.9593 | 30.67 |
YOLOv4_GECA_3_SGDR_4 | 0.897 | 0.895 | 63.9593 | 30.41 |
