Detection and Classification of Early Decay on Blueberry Based on Improved Deep Residual 3D Convolutional Neural Network in Hyperspectral Images

Table 3

Accuracy under different comparison models.

Class	AlexNet	GoogleNet	3D-CNN	ResNet	Proposed
Sound	85.3	83.4	82.7	97.2	98.25
Slight-decayed	96.3	94.2	89.7	83.1	95.1
Moderate-decayed	69.6	70.4	62.0	84.4	93.6
Severe-decayed	58.0	66.9	65.5	84.4	89.4
OA (%)	77.8	81.9	80.6	85.6	95.2
AA (%)	61.3	64.2	68.3	79.8	91.5
K (%)	74.5	79.3	77.9	84.6	94.6