{"url":"/dataset/street-dataset","name":"Street Dataset","full_name":null,"description_markdown":"A real-world image dataset that contains more than 900 images generated from 26 street cameras and 7 object categories annotated with detailed bounding box. The data distribution is non-IID and unbalanced, reflecting the characteristic real-world federated learning scenarios.\r\n\r\nSource: [Real-World Image Datasets for Federated Learning](/paper/real-world-image-datasets-for-federated)","description_withheld":null,"homepage":"https://dataset.fedai.org/#/datasetfed","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/real-world-image-datasets-for-federated","title":"Real-World Image Datasets for Federated Learning","first_author":"Jiahuan Luo","url":null},"license":null,"modalities":[],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Federated Learning","url":"/task/federated-learning","datasets_with_task":"/datasets/task/federated-learning"}],"languages":[],"variants":["Street Dataset"],"data_loaders":[],"num_papers_in_archive":1,"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."}