Caltech-UCSD Birds-200-2011 Dataset
Catherine Wah
Abstract
CUB-200-2011 is an extended version of CUB-200 [7], a challenging dataset of 200 bird species. The extended version roughly doubles the number of images per category and adds new part localization annotations. All images are annotated with bounding boxes, part locations, and at- tribute labels. Images and annotations were filtered by mul- tiple users of Mechanical Turk. We introduce benchmarks and baseline experiments for multi-class categorization and part localization.
Topics & Concepts
Bounding overwatchCategorizationClass (philosophy)Computer scienceMinimum bounding boxArtificial intelligenceBaseline (sea)Pattern recognition (psychology)Image (mathematics)BiologyFisheryWildlife Ecology and ConservationDomain Adaptation and Few-Shot LearningSpecies Distribution and Climate Change