Plant leaf disease recognition based on improved SinGAN and improved ResNet34

• Published in: Frontiers in artificial intelligence Vol. 7; p. 1414274
• Main Authors: Chen, Jiaojiao, Hu, Haiyang, Yang, Jianping
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 24.06.2024
• Subjects: Artificial Intelligence; autoencoder; convolutional block attention module; plant leaf disease identification; ResNet34; SinGAN; SinGAN; ResNet34; autoencoder; convolutional block attention module; plant leaf disease identification

The identification of plant leaf diseases is crucial in precision agriculture, playing a pivotal role in advancing the modernization of agriculture. Timely detection and diagnosis of leaf diseases for preventive measures significantly contribute to enhancing both the quantity and quality of agricult...