The Oxford-IIIT Pet Dataset

Description

A 37 category pet dataset with roughly 200 images for each class. The images have a large variations in scale, pose and lighting.

This instance of the dataset uses standard label ordering and includes the standard train/test splits. Trimaps and bbox are not included, but there is an image_id field that can be used to reference those annotations from official metadata.

Website: https://www.robots.ox.ac.uk/~vgg/data/pets/

Citation

@InProceedings{parkhi12a,
  author       = "Omkar M. Parkhi and Andrea Vedaldi and Andrew Zisserman and C. V. Jawahar",
  title        = "Cats and Dogs",
  booktitle    = "IEEE Conference on Computer Vision and Pattern Recognition",
  year         = "2012",
}