Image dataset of infected date palm leaves by dubas insects

The palm leaf images were categorized based on their health status and the presence of insects, resulting in four categories: healthy, infected with bugs only, infected with honeydew only, and infected by mixed insects and honeydew. Images of leaves infected with insects depict a range of insect life cycle stages, from the third generation of nymphs to the adult stage in the fifth nymph stage. Two drone cameras were employed to capture the images, resulting in a dataset of 3000 images, with 800 per non-bug category and 600 for the bug category. The dataset is valuable for assessing infestation severity, estimating insect populations, and determining the extent of damage.

搜集汇总

背景与挑战

背景概述

该数据集包含3000张海枣树叶图像，基于健康状态和杜巴斯虫感染情况分为四类：健康、仅感染昆虫、仅感染蜜露、以及混合感染昆虫和蜜露。图像由无人机拍摄，覆盖了昆虫生命周期的多个阶段，可用于评估感染严重程度、估计昆虫种群和确定损害范围。