Table 1.

Datasets comparison between plant disease diagnosis and image object detection.

Dataset	Pictures	Public available	Applications	Categories	Collection environment
PlantVillage [34]	50,000	TRUE	Classification	14 crop	Plain
				26 diseases
Potato Blight [14]	1,840	FALSE	Detection	Potato blight	Complex
Citrus Disease [26]	2,684	FALSE	Detection	3 diseases	Plain background
PlantDoc [35]	2,598	TRUE	Classification	13 crops	Complex/plain
			Detection	17 diseases
PASCAL VOC [36]	18,459	TRUE	Classification	20 categories	Complex/plain
			Detection
			Segmentation
COCO [37]	330,000	TRUE	Classification	81 Categories	Complex/plain
			Detection
			Segmentation