In this blog, we show how neural networks can be used for plant disease recognition in the context of image classification. We used the publicly available Plant Village dataset which has cotton-related diseases. We compared five different backbones including VGG16, ResNet50, InceptionV3, InceptionResNet and DenseNet169. We found that ResNet50 achieves the best result on the test set. For evaluation, we used metrics: accuracy,...
