2022 年河南工业大学 GrainPest 粮虫图像检测数据集

本数据集包含了500幅粮虫原始图像、500幅像素级手工标注的用于粮虫显著性检测的PNG图像、420个用于目标检测的XML文件和2个记录虫粮数量的excel文件。数据集涵盖了多种粮食害虫，如玉米象、麦蛾、谷蠹、玉米螟等，图像的背景包括了小麦、玉米、大米等不同类型的粮食，以保证数据集的多样性，数据集还包含80幅不含显著目标的纯粮食背景图像，以模拟实际检测中的未感染虫害的情况。

This dataset consists of 500 raw stored grain pest images, 500 pixel-level manually annotated PNG images for grain pest saliency detection, 420 XML annotation files for object detection, and 2 Excel files documenting the quantity of insect-infested grains. The dataset covers multiple species of stored grain pests, including Sitophilus zeamais, Sitotroga cerealella, Rhizopertha dominica, Ostrinia furnacalis, among others. The backgrounds of the images incorporate various grain types such as wheat, corn and rice, ensuring the diversity of the dataset. Furthermore, it includes 80 pure grain background images without any significant targets, which simulates the scenario of non-pest-infested grains in actual detection tasks.