InsectBase: Soybean Crop Insect Raw Image Dataset_V1 with Bounding boxes for Classification and Localization

The dataset contains soybean crop adult insect high resolution (JPG) raw images ( a total of 3824 images). There were considered four kinds of soybean crop insects raw pictures as: 1. A folder Eocanthecona_Bug_A contains 1198 images of Eocanthecona Bug. 2. A folder Tobacco_Caterpillar_B includes 990 images of Tobacco Caterpillar. 3. A folder Red_Hairy_Catterpillar_C Contains 1001 images of Red Hairy Caterpillar. 4. A folder Larva_Spodoptera_D contains 635 images of Larva Spodoptera. 5. We have also uploaded a bounding box folder that contains four CSV files. Each CSV file is associated with above four insect image folders and stores the underlying insect bounding box information with the label (image, xmin, ymin, xmax, ymax, label) The authors developed the dataset under collaborative work between Indira Gandhi Krishi Vishwavidyalaya (IGKV), Raipur (CG), and DSPM IIIT Naya Raipur (CG), India

本数据集包含大豆成虫昆虫的高分辨率JPG格式原始图像，总计3824张。本次共收录四类大豆害虫的原始图像，具体分类如下：
1. 文件夹Eocanthecona_Bug_A，内含1198张稻绿蝽（Eocanthecona Bug）图像；
2. 文件夹Tobacco_Caterpillar_B，内含990张烟草毛虫（Tobacco Caterpillar）图像；
3. 文件夹Red_Hairy_Catterpillar_C，内含1001张红毛毛毛虫（Red Hairy Caterpillar）图像；
4. 文件夹Larva_Spodoptera_D，内含635张斜纹夜蛾幼虫（Larva Spodoptera）图像。

此外，本数据集附带上传了一个边界框文件夹，内含4个CSV格式文件。每个CSV文件均与上述四类昆虫图像文件夹一一对应，存储了对应昆虫的边界框标注信息，标注格式为（图像名，xmin，ymin，xmax，ymax，标签）。

本数据集由印度恰蒂斯加尔邦赖布尔市的英迪拉·甘地农业大学（Indira Gandhi Krishi Vishwavidyalaya, IGKV）与纳亚赖普尔DSPM国际信息科技学院（DSPM IIIT Naya Raipur）合作开发完成。