Classification of strawberry diseases and pests by improved AlexNet deep learning networks

To improve the classification accuracy of strawberry diseases and pests, this paper proposed an improved operator-based convolutional neural network (CNN) approach for classification of images of strawberry diseases and pests. Firstly, by using the deep learning framework of Pytorch, we fine-tuned the AlexNet model so that it was used to train the image dataset of strawberry diseases and pests. Ne...