Table 6.

Comparison of different class of tomato diseases and pests

Class	Average precision/%
	YOLOv3		The improved YOLOv3
	the front side of leaves	the back side of leaves	the front side of leaves	the back side of leaves
Early blight	88.73	88.65	90.51	90.36
Late blight	89.59	89.32	90.98	90.35
Powdery mildew	91.08	92.13	92.14	92.65
Spot blight	90.66	90.02	92.05	91.68
Gray mold	90.54	90.23	91.12	90.84
Leaf mold	90.13	90.69	91.07	91.92
Gray leaf spot	91.89	91.21	93.63	93.15
Leaf miner	86.13	85.29	92.31	92.01
Whitefly	86.26	85.38	92.52	92.16