Table 7.

The impact of different data augmentation methods on pest detection results.

HSV	Flip	Translate	Scale	Mosaic	mAP@0.5(%)	mAP@[0.5:0.95](%)
					52.7	30.3
√					53.2	30.1
√	√				59.3	34.7
√	√	√			63.1	37.8
√	√	√	√		66.7	41.3
√	√	√	√	√	67.8	41.9

The check mark indicates that the method in the same column has been selected.