InsectBase: 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 ). 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本数据集包含格式为JPG的大豆作物昆虫原始图像，共计3797张。本次纳入的图像共涵盖四类大豆害虫，具体分类如下：1. 文件夹Cropped_Eocanthecona_Bug_A，内含1185张Eocanthecona 蝽象（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张草地贪夜蛾幼虫（Larva Spodoptera）图像。所有图像均从公开原始数据集（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 ）中裁剪得到。本数据集的昆虫图像聚焦精准、定位清晰，非常适用于图像分类应用。该数据集由印度恰蒂斯加尔邦赖布尔的英迪拉·甘地农业大学（Indira Gandhi Krishi Vishwavidyalaya, IGKV）与奈亚赖普尔DSPM IIIT的研究人员合作构建。