Soybean Crop Insect Processed (Cropped) Image Dataset_V1 for Classification

The dataset contains soybean crop adult insect raw Images ( a total of 3797 images) in JPG format. There were considered four kind of soybean crop insect’s images as: 1. A folder Cropped_Eocanthecona_Bug_A contains 1185 images of Eocanthecona Bug. 2. A folder Cropped_Tobacco_Caterpillar_B contains 980 images of Tobacco Caterpillar. 3. A folder Cropped_Red_Hairy_Catterpillar_C Contains 998 images of Red Hairy Caterpillar. 4. A folder Cropped_Larva_Spodoptera_D contains 634 images of Larva Spodoptera. 5. All the images were cropped from the original dataset (Tiwari, Vivek; Saxena, Ravi R; Ojha, Muneendra (2020): Soybean Crop Insect Raw Image Dataset_V1 with bounding boxes. figshare. Dataset. https://doi.org/10.6084/m9.figshare.13077221.v3 ). <br>This dataset contains more focused and localized soybean insect images and hence ideal for classification applications. The dataset was developed by the authors under collaborative work between Indira Gandhi Krishi Vishwavidyalaya (IGKV), Raipur (CG), and DSPM IIIT Naya Raipur (CG), India

本数据集收录大豆作物伴生昆虫的原始图像，共计3797张，格式为JPG。本次数据集涵盖四类大豆作物昆虫图像，具体如下：
1. 文件夹Cropped_Eocanthecona_Bug_A，内含1185张Eocanthecona蝽（Eocanthecona Bug）图像；
2. 文件夹Cropped_Tobacco_Caterpillar_B，内含980张烟草毛虫（Tobacco Caterpillar）图像；
3. 文件夹Cropped_Red_Hairy_Catterpillar_C，内含998张红毛毛虫（Red Hairy Caterpillar）图像；
4. 文件夹Cropped_Larva_Spodoptera_D，内含634张斜纹夜蛾幼虫（Larva Spodoptera）图像。
此外，所有图像均源自原始数据集（Tiwari, Vivek; Saxena, Ravi R; Ojha, Muneendra (2020): 带边界框的大豆作物昆虫原始图像数据集_V1，figshare，数据集，https://doi.org/10.6084/m9.figshare.13077221.v3）。
本数据集的大豆昆虫图像聚焦性更强、定位更精准，因此非常适用于分类任务。本数据集由作者团队在印度赖布尔的英迪拉·甘地农业大学（Indira Gandhi Krishi Vishwavidyalaya, IGKV）与新赖布尔DSPM国际信息科技学院（DSPM IIIT Naya Raipur）的合作项目中开发完成。