Design and Realization of Image Database of Pitaya Disease

• 作者: Yihua XIA Yongna LIU Zesen WU
• 来源期刊: 农业生物技术:英文版
• 学科: 工学
• 关键词: PITAYA DISEASE IMAGE RECOGNITION Database building
• 年，卷（期）: 2020,（5）
• 页码范围: 13-17
• 页数: 5页
• 分类号: TP3

摘要

With the expansion of cultivation scale,pitaya diseases are gradually increasing.Traditionally relying on human observation to judge the disease is limited by the skills and experience of the observer,which cannot guarantee the accuracy and real-time of the judgment,and consumes much manpower and time.In this study,by collecting,segmenting,and labeling images of 4 main diseases of pitaya in the field,an image database of main diseases of pitaya in the field was constructed to provide a basis for computer image recognition of pitaya diseases.Thereby,it benefits reducing manual error and improving the accuracy and real-time of disease identification for agricultural production,but also lays a foundation for the future development of intelligent agriculture.