CLA: A self-supervised contrastive learning method for leaf disease identification with domain adaptation

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Ruzhun Zhao, Yuchang Zhu, Yuanhong Li

Published: 2023, Last Modified: 06 Oct 2025Comput. Electron. Agric. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•CLA is a leaf disease detection method with domain adaptation.•CLA utilizes contrastive learning for pre-training and fine-tunes based on small labeled data.•The dataset volume affects the performance of CLA.•The mix ratio of the dataset affects the performance of CLA.