Improved AlexNet with Inception-V4 for Plant Disease Diagnosis

Table 2

Dataset of plant leaves.

Disease type	Label	Total number of pictures (sheets)	Training set (sheets)	Validation set (sheets)
Corn	Corn_healthy	1162	930	232
	Corn_CercosporaGrayspot	1000	800	200
	Corn_Commonrust	1192	954	238
	Corn_NorthernBlight	1000	800	200
Tomato	Tomato_healthy	1591	1273	318
	Tomato_Bacterialspot	2127	1702	425
	Tomato_Lateblight	1908	1526	382
	Tomato_Septorialspot	1771	1416	355
Grape	Grape_healthy	1000	800	200
	Grape_Blackrot	1180	944	236
	Grape_IsariopsisSpot	1076	860	216
	Grape_Measles	1383	1106	277
Apple	Apple_healthy	1645	1316	329
	Apple_Blackrot	1000	800	200
	Apple_Cedarrust	1000	800	200
	Apple_scab	1000	800	200