Table 1.

Summary of popular general and fine-grained vision datasets with plants.

Dataset	Classes	Image Number	Annotation Samples Number
Flowers 102	102	1020	0
CUB 200-2011	200	5994	0
Urban Trees	18	14,572	0
LeafSnap	185	30,866	0
ImageNet	1000	14,197,122	1,034,908
MS-COCO	80	300,000	More than 2,000,000
AI Challenge	61	47,393	0
PlantVillage	38	19,298	0
iNat2017	5089	858,184	561,767
VegFru	70	160,731	0
CropDeep	31	31,147	49,765