Mango Grading System Based on Optimized Convolutional Neural Network

Table 9

Comparison of recognition results of different algorithms.

Method	Recognition accuracy (%)	Top1 error (%)	Recognition time of single picture (ms)
ResNet-50	86.67	13.33	12.34
Enhanced	96.67	3.33	10.41
MobileNetV2	73.33	26.67	4.25
This paper	96.94	3.06	2.57