Table 5 Results of different detection algorithms for tea buds.
From: Lightweight tea bud detection method based on improved YOLOv5
Models | \(\:{\text{m}\text{A}\text{P}}_{@0.5}\)/% | Parameters/M | FLOPs/G | Weights/MB |
|---|---|---|---|---|
YOLOv3-tiny | 78.76 | 8.67 | 12.88 | 16.6 |
YOLOv4 | 76.13 | 52.46 | 118.88 | 100.6 |
YOLOv5s | 84.12 | 7.01 | 15.76 | 13.8 |
YOLOv6s | 82.64 | 16.30 | 44.03 | 31.3 |
YOLOv7-tiny | 80.85 | 6.01 | 13.02 | 11.7 |
YOLOv8s | 83.80 | 11.13 | 28.44 | 21.5 |
YOLOX-s | 85.40 | 8.94 | 26.76 | 68.5 |
Ours | 85.79 | 4.14 | 5.02 | 8.3 |
