Deep Learning Based on Residual Networks for Automatic Sorting of Bananas

Table 3

Model performance comparison with other previous works.

Method	Learning scheme	Accuracy (%)
Thresholding + neural network [4]	50 : 50	97
Texture analysis + neural network [11]	50 : 50	96
Colour recognition + backpropagation neural network [10]	50 : 50	96
Texture analysis + backpropagation neural network [5]	70 : 30	98.8
Texture analysis 1 radial basis function network [5]	70 : 30	96.25
Our proposed system	40 : 60	99