COCO present a new dataset with the goal of advancing the state-of-the-art in object recognition by placing the question of object recognition in the context of the broader question of scene understanding.
This is a novel dataset of food images collected through the MyFoodRepo app where numerous volunteer Swiss users provide images of their daily food intake in the context of a digital cohort called Food & You.
This dataset has 37 category pet dataset with roughly 200 images for each class. The imae have a large variations in scale, pose and lighting. All images have an associated ground truth annotation of breed and head ROI.