Table 3 Ablation experiment results.
From: Lightweight tea bud detection method based on improved YOLOv5
Methods | P/% | R/% | \(\:{\text{m}\text{A}\text{P}}_{0.5}\)/% | Parameters/M | FLOPs/G | Weights/MB |
|---|---|---|---|---|---|---|
EfficientNetV2 | 82.35 | 77.04 | 84.44 | 5.40 | 5.58 | 10.6 |
EfficientNetV2 + Ghost | 85.50 | 76.10 | 84.61 | 4.00 | 4.95 | 8.0 |
EfficientNetV2 + CARAFE | 84.51 | 77.20 | 85.46 | 5.54 | 5.65 | 10.9 |
EfficientNetV2 + Ghost + CARAFE | 83.50 | 77.46 | 85.79 | 4.14 | 5.02 | 8.3 |
