Identifying plant disease and severity from leaves: A deep multitask learning framework using triple-branch Swin Transformer and deep supervision
Bin Yang, Zhulian Wang, Jinyuan Guo, Lili Guo, Qiaokang Liang, Qiu Zeng, Ruiyuan Zhao, Jianwu Wang, Caihong Li
Topics & Concepts
Artificial intelligenceDiscriminative modelDeep learningComputer scienceMulti-task learningFeature extractionPlant diseaseMachine learningPattern recognition (psychology)PoolingExtractorFeature learningEngineeringTask (project management)Process engineeringBiologySystems engineeringBiotechnologySmart Agriculture and AIPlant Virus Research StudiesPlant Disease Management Techniques