"Paddy Crop RGB Drone Data"
收藏DataCite Commons2025-06-26 更新2026-05-03 收录
下载链接：
https://ieee-dataport.org/documents/paddy-crop-rgb-drone-data
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资源简介：
"This dataset contains 224\u00d7224 pixel RGB sub-images of paddy crop fields, captured using the RGB sensor of the DJI Mavic 3M drone. Each sub-image exclusively represents a paddy crop region and is labelled as either healthy or unhealthy based on visual indicators such as leaf color, density, canopy structure, and texture. The images are organized into class-specific folders to support supervised learning. A Python script is also provided to train and evaluate a Vision Transformer-based enhancement-guided dual-branch classification model (MoCE-ViT) that incorporates contrastive learning, image enhancement, and momentum encoding. This dataset supports research in UAV-based agricultural monitoring, crop health classification, and domain-generalizable learning. "
提供机构：
IEEE DataPort
创建时间：
2025-06-26
