Research Article

Optimizing Pretrained Convolutional Neural Networks for Tomato Leaf Disease Detection

Table 5

Recall, precision, and F1-score using parameter-tuning.

ModelRecallPrecisionF1-score
LaboratoryFieldLaboratoryFieldLaboratoryField

VGG-160.9910.7920.990.7580.990.776
VGG-190.9910.8470.9890.8110.9890.828
ResNet0.9950.8830.9940.8410.9940.861
Inception V30.9960.9060.9960.8450.9950.876