Data for: Deep Learning in Agriculture: A Survey

Survey on the deep learning technique applied in agriculture. Detailed review of 40 relevant research papers, examining research area and problem they focus on, technical details on deep learning models, sources of data, pre-processing and data augmentation techniques used, and overall performance achieved.农业领域深度学习（deep learning）技术应用综述。本研究对40篇相关学术论文进行了详尽回顾，系统梳理了各论文所聚焦的研究领域与待解决问题、深度学习模型的技术细节、所用数据集的来源、数据预处理（pre-processing）与数据增强（data augmentation）技术，以及各项研究最终取得的整体性能表现。