The Oxford-IIIT Pet dataset contains 37 species of dogs and cats. Each class has 200 images with large variations in scale, pose, and lighting. The ground truth data has annotations for species, head position, and pixel segmentation for each image. In our application, we only use the species name as the class name for the model: