Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification

Table 1

Dataset for image classification of leaf disease.

Class	Number of original images	Total number of images: original and augmented	Number of images from the dataset used for validation
() Healthy leaf	565	4523	331
() Pear, cherry, and peach, porosity	265	2124	152
() Peach, powdery mildew	108	1296	90
() Peach, Taphrina deformans	152	1552	156
() Apple, pear, Erwinia amylovora	232	2368	205
() Apple, pear, Venturia	183	2200	151
() Apple, powdery mildew	120	1440	118
() Apple, Rust	163	1960	163
() Pair, Gymnosporangium sabinae	267	2142	185
() Pair, gray leaf spot	122	1464	198
() Grapevine, wilt	287	2300	114
() Grapevine, mites	250	2000	230
() Grapevine, powdery mildew	237	1900	183
() Grapevine, downy mildew	297	2376	201
() Background images	1235	1235	112
	4483	30880	2589