Artificial intelligence-enabled coconut tree disease detection and classification model for smart agriculture

Mohammed Maray,Amani Abdulrahman Albraikan,Saud S. Alotaibi,Rana Alabdan,Mesfer Al Duhayyim,Waleed Khaild Al-Azzawi,Ahmed alkhayyat

Computers and Electrical Engineering（2022）

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摘要

•Develop an AI enabled Coconut Tree Disease Detection model.•Present AIE-CTDDC model with Bayesian fuzzy clustering-based segmentation.•Apply Harris Hawks Optimizer with gated recurrent unit for classification.•Achieves higher accuracy of 97.75% on coconut tree disease classification.

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关键词

Smart agriculture,Deep learning,Coconut tree detection,Image processing,Computer vision,Hyperparameter optimization,Crop productivity

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