Research Article

A Sparse Deep Transfer Learning Model and Its Application for Smart Agriculture

Table 2

Properties of the PlantVillage dataset.

CategorySample setTraining set

Tomato healthy1,5921,500
Tomato bacterial spot2,1271,500
Tomato early blight1,0001,500
Tomato late blight1,9101,500
Tomato Septoria leaf spot1,7711,500
Tomato spider mites1,6531,500
Tomato mosaic virus373Unused
Tomato leaf mold9521,500
Tomato target spot1,4041,500
Tomato TYLCV5,3571,500