Deep Convolutional Neural Networks for Hyperspectral Image Classification

Table 2

Number of training and test samples used in the Salinas data set.

Number	Class	Training	Test
1	Broccoli green weeds 1	200	1809
2	Broccoli green weeds 2	200	3526
3	Fallow	200	1776
4	Fallow rough plow	200	1194
5	Fallow smooth	200	2478
6	Stubble	200	3759
7	Celery	200	3379
8	Grapes untrained	200	11071
9	Soil vineyard develop	200	6003
10	Corn senesced green weeds	200	3078
11	Lettuce romaine, 4 wk	200	868
12	Lettuce romaine, 5 wk	200	1727
13	Lettuce romaine, 6 wk	200	716
14	Lettuce romaine, 7 wk	200	870
15	Vineyard untrained	200	7068
16	Vineyard vertical trellis	200	1607
	Total	3200	50929