Concepedia

FWDGAN-based data augmentation for tomato leaf disease identification

Mingxuan Li, Guoxiong Zhou, Aibin Chen, Jizheng Yi, Chao Lü, Mingfang He, Yahui Hu

Computers and Electronics in Agriculture · 2022 · 71 citations · 12 references

Concepts

AgricultureAgronomyPlant PathologyMolecular Plant PathologyPlant Disease DiagnosisPlant Disease ManagementCrop Stress DetectionDisease AssessmentDisease DetectionDisease DiagnosisPathogen RecognitionPlant Disease ResistanceCrop Disease ClassificationData AugmentationDeep Learning-based IdentificationLeaf Spot RecognitionLeaf Symptom Recognition

References

12

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Wasserstein Generative Adversarial Networks

Martín Arjovsky, Soumith Chintala, Léon Bottou · International Conference on Machine Learning · 2017 · 5K citations

Computing, Computer Science, Artificial Intelligence +6

Restricted Boltzmann machines for collaborative filtering

Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hinton · 2007 · 1.9K citations

Computing, Computer Science, Data Science +14

Deep Learning for Tomato Diseases: Classification and Symptoms Visualization

Mohammed Brahimi, Kamel Boukhalfa, Abdelouahab Moussaouı · Applied Artificial Intelligence · 2017 · 908 citations

Computing, Computer Science, Visualization +9

Deep belief networks

Geoffrey E. Hinton · Scholarpedia · 2009 · 868 citations · Full text