Image dataset of infected date palm leaves by dubas insects.

This paper presents a valuable dataset that has been collected from different regions of Aoun district at Karbala Governorate in Iraq. The dataset includes different images of date palm leaves that have been collected over about six months, which represents the period of the dubas insect (Ommatissus binotatus lybicus Bergevin) growing. The collected images of the palm leaves are classified into four categories based on their health status and the stage of the insects present.