DETECTION OF DISEASE ON CORN PLANTS USING CONVOLUTIONAL NEURAL NETWORK METHODS

Ardi Hidayat, U. Darusalam, I. Irmawati
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引用次数: 18

Abstract

Deep Learning is still an interesting issue and is still widely studied. In this study Deep Learning was used for the diagnosis of corn plant disease using the Convolutional Neural Network (CNN) method, with a total dataset of 3.854 images of diseases in corn plants, which consisted of three types of corn diseases namely Common Rust, Gray Leaf Spot, and Northern Leaf Blight. With an accuracy of 99%, in detecting disease in corn plants.
卷积神经网络方法在玉米病害检测中的应用
深度学习仍然是一个有趣的问题,仍然被广泛研究。本研究采用卷积神经网络(CNN)方法将深度学习应用于玉米植株病害诊断,共获取了3.854张玉米植株病害图像数据集,包括普通锈病、灰斑病和北方叶枯病三种玉米病害类型。在检测玉米病害方面,准确率高达99%。
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