Plant disease recognition datasets in the age of deep learning: challenges and opportunities

Although plant disease recognition has witnessed a significant improvement with deep learning in recent years, a common observation is that current deep learning methods with decent performance tend to suffer in real-world applications. We argue that this illusion essentially comes from the fact tha...

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