Concepedia

A deep learning approach for RGB image-based powdery mildew disease detection on strawberry leaves

Jaemyung Shin, Young Chang, Brandon Heung, Tri Nguyen-Quang, G.W. Price, Ahmad Al-Mallahi

Computers and Electronics in Agriculture · 2021 · 188 citations · 39 references

Concepts

AgricultureComputer SciencePlant PathologyComputer VisionPlant Disease DiagnosisPlant Disease ManagementAgricultural Machine VisionCrop Stress DetectionDisease AssessmentDisease DetectionDisease DiagnosisPlant Stress DetectionDeep Learning-based IdentificationImage-based Crop MonitoringLeaf Symptom RecognitionMildew Symptom RecognitionPowdery Mildew Management

References

39

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.9K citations

Computing, Computer Science, Computer Vision +13

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Forrest Iandola, Song Han, Matthew W. Moskewicz et al. · arXiv (Cornell University) · 2016 · 5.9K citations · Full text

Computing, Computer Engineering, Computer Science +11