WebApr 15, 2024 · Maize disease dataset and classification approach Dataset In this experiment, a total of 5939 digital images of maize crop were captured in a non … WebJan 5, 2024 · This dataset contains two categories of maize diseases namely leaf-spot based diseases (Cercospora and Gray) and the Common rust based diseases. The former category contains 1363 images and the latter category contains 929 images. One of the biggest advantages of CNN is to automatically extract the features by processing the raw …
List of maize diseases - Wikipedia
WebNov 1, 2024 · The CWFI (crop/weed field image) dataset ( Haug and Ostermann, 2015) is among the first public field datasets for weed control. A multispectral camera, mounted to an autonomous field robot Bonirob ( Ruchelshausen et al., 2009 ), as shown in Fig. 1, was used for image collection at a carrot farm. WebMay 17, 2024 · In this study, we propose a deep convolutional neural network (CNN)-based architecture (modified LeNet) for maize leaf disease classification. The experimentation is carried out using maize leaf images from the PlantVillage dataset. The proposed CNNs are trained to identify four different classes (three diseases and one healthy class). food for cold days
Maize Diseases Identification Method Based on Multi-Scale …
WebApr 18, 2024 · Deep learning-based CNN has been utilized in a study by Hidayat and Irmawati [ 47] to diagnose maize plant diseases, using a total dataset of 3854 images of diseases in maize plants, which included three types of maize diseases: Common Rust, Grey Leaf Spot, and Northern Leaf Blight. This method detects the disease in maize … WebJun 6, 2024 · To improve the identification accuracy of maize leaf diseases and reduce the number of network parameters, the improved GoogLeNet and Cifar10 models based on … WebFeb 27, 2024 · Currently, there exists no public dataset for rice blast disease classification. To fill this void, we establish in this work a rice blast disease dataset and use it for training and... el capitan torrent download