Deep learning-based seed variety classification: a case study in maize.

Abstract excerpt

Distinguishing among maize seed varieties is often challenging because of their morphological similarity and genetic diversity. Traditional seed identification methods frequently fail to balance accuracy, speed, and practicality, creating the need for innovative solutions. Recent advances in artificial intelligence, particularly in deep learning, provide promising alternatives for the precise classification of...

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