Table 1 AHC-YOLO detection ablation experiment.
From: Detection of hydrophobicity grade of insulators based on AHC-YOLO algorithm
Serial | Baseline | EfficientNetV2 | DAttention | CSPPC | Parameters/M | mAP | GFLOPs |
|---|---|---|---|---|---|---|---|
1 | √ | 3.012 | 0.867 | 8.2 | |||
2 | √ | √ | 2.295 | 0.882 | 6.7 | ||
3 | √ | √ | √ | 2.295 | 0.905 | 6.7 | |
4 | √ | √ | √ | √ | 1.862 | 0.911 | 5.8 |
