{"url":"/dataset/car","name":"CAR","full_name":"Cityscapes Attributes Recognition","description_markdown":"CAR contains visual attributes for objects in the Cityscapes dataset.\nFor each object in an image, we have a list of attributes that depend on the category of the object. For instance, a vehicle category has a visibility attribute while a pedestrian has an activity attribute (walking, standing, etc.). \n\nThe objective of this dataset is to ease the development of better algorithms for self-driving vehicles as that requires a complete understanding of the entire scene with all of its details including attributes of all objects.\n\nWe chose Cityscapes as it already contains different types of useful annotations and adding attributes to that will remove a huge burden over developing algorithms with self or semi supervision.","description_withheld":null,"homepage":"https://github.com/kareem-metwaly/CAR-API","introduced_date":"2021-11-16","introduced_date_note":null,"introduced_by":{"paper":"/paper/car-cityscapes-attributes-recognition-a-multi","title":"CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles","first_author":"Kareem Metwaly","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Pedestrian Attribute Recognition","url":"/task/pedestrian-attribute-recognition","datasets_with_task":"/datasets/task/pedestrian-attribute-recognition"},{"name":"Physical Attribute Prediction","url":"/task/physical-attribute-prediction","datasets_with_task":"/datasets/task/physical-attribute-prediction"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["CAR"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}