InsectBase: Soybean Crop Insect Augmented Cropped Image Dataset for Classification

The dataset contains soybean crop adult insect augmented cropped Images ( a total of 7306 images) in JPG format. There were considered four kind of soybean crop insect’s images as: 1. A folder Augmented_Cropped_Eocanthecona_Bug_A contains 1802 images of Eocanthecona Bug. The augmentation methods and corresponding images are as: Brightness (contrast):201, flipping (horizontal):300, rotation (45 degree): 301, saturation: 102, scaling:300, shearing:299, translation:299 2. A folder Augmented_Cropped_Tobacco_Caterpillar_B contains 1812 images of Tobacco Caterpillar. The augmentation methods and corresponding images are as: Brightness (contrast):200, flipping (horizontal):300, rotation (45 degree): 313, saturation: 101, scaling:300, shearing:299, translation:299 3. A folder Augmented_Cropped_Red_Hairy_Catterpillar_C Contains 1798 images of Red Hairy Caterpillar. The augmentation methods and corresponding images are as: Brightness (contrast):200, flipping (horizontal):300, rotation (45 degree): 300, saturation: 100, scaling:300, shearing:299, translation:299 4. A folder Augmented_Cropped_Larva_Spodoptera_D contains 1894 images of Larva Spodoptera. The augmentation methods and corresponding images are as: Brightness (contrast):201, flipping (horizontal):300, rotation (45 degree): 300, saturation: 101, scaling:300, shearing:299, translation:393 5. Initially, all the images were taken from the following two datasets and then further applied various augmentation methods (brightness, flipping, rotation, saturation, scaling, shearing, translation) to enhance the dataset size: (i). Tiwari, Vivek; Saxena, Ravi R; Ojha, Muneendra (2020): Soybean Crop Insect Raw Image Dataset_V1 with Bounding boxes for Classification and Localization. figshare. Dataset. https://doi.org/10.6084/m9.figshare.13077221.v3 (ii) Tiwari, Vivek; Saxena, Ravi R; Ojha, Muneendra (2020): Soybean Crop Insect Processed (Cropped) Image Dataset_V1 for Classification. figshare. Dataset. https://doi.org/10.6084/m9.figshare.13078883 <br> 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