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Applying convolutional neural networks for detecting wheat stripe rust transmission centers under complex field conditions using RGB-based high spatial resolution images from UAVs

Jie Deng, Huiru Zhou, Xuan Lv, Lujia Yang, Jiali Shang, Qiuyu Sun, Xin Zheng, Congying Zhou, Baoqiang Zhao, Jiachong Wu, Zhanhong Ma

2022Computers and Electronics in Agriculture53 citationsDOI

Topics & Concepts

Artificial intelligenceConvolutional neural networkComputer scienceRGB color modelImage resolutionSegmentationPattern recognition (psychology)Remote sensingPreprocessorImage segmentationDeep learningRust (programming language)PixelComputer visionGeographyProgramming languageSmart Agriculture and AIPlant Pathogens and ResistanceWheat and Barley Genetics and Pathology
Applying convolutional neural networks for detecting wheat stripe rust transmission centers under complex field conditions using RGB-based high spatial resolution images from UAVs | Litcius