Continental Splitted Non-IID Image Classification Dataset

A non-IID dataset with images from Flickr and labels from Open Image Dataset. The dataset is split into parts from three continents, North America, Europe, and Asia, between which the data turned out to be non-IID, with same objects looking different. The images in the dataset were cropped from original images with the help of bounding boxes in Open Image Dataset.