Plant diseases are important factors as they result in serious reduction in quality and quantity of agriculture products. Therefore, early detection and diagnosis of these diseases are important. To this end, we propose a deep learning-based approach that automates the process of classifying banana leaves diseases. In particular, we make use of the LeNet architecture as a convolutional neural n...

Tomatoes are preferred by farmers because of their high productivity. This fruit has a fibrous structure and contains plenty vitamins. Tomato diseases generally observed on stem, fruit, leaves. Early diagnosis the disease in plants is vital importance for plant. very important who expect economic gain from that Because if not treated early, these tomatoes should be destroyed. For reasons, syste...

In order to realize the intelligent identification of maize leaf diseases for accurate prevention and control, this study proposed a disease detection method based on improved MobileNet V3-small, using UAV collect images establish dataset in complex context, explored effects data expansion migration learning model recognition accuracy, recall rate, F1-score instructive evaluative indexes, resul...

Evaluation of Resistance to Leaf Spot Diseases and Yield Characteristics in Faba Bean Genotypes through Cluster Analysis Genotype by Trait Biplot

Introduction Rust diseases of wheat are among the oldest plant diseases known to humans. Early literature on wheat cultivation mentions these devastating diseases and their ability to destroy entire wheat crops. Since rust discovery, numerous studies have been conducted on the life cycles of rust pathogens and their management. The information gained from these studies has enabled us to develop...