{"url":"/dataset/vme-cdsi","name":"VME & CDSI","full_name":"Vehicles in the Middle East (VME) & Car Detection in Satellite Imagery (CDSI) datasets","description_markdown":"Vehicles in the Middle East (VME) dataset, designed explicitly for vehicle detection in high-resolution satellite images from Middle Eastern countries. Sourced from Maxar, the VME dataset spans 54 cities across 12 countries, comprising over 4,000 image tiles and more than 100,000 vehicles, annotated using both manual and semi-automated methods. Also, we introduce the largest benchmark dataset for Car Detection in Satellite Imagery (CDSI), combining images from multiple sources to enhance global car detection.","description_withheld":null,"homepage":"https://zenodo.org/records/14185684","introduced_date":"2024-11-19","introduced_date_note":null,"introduced_by":{"paper":"/paper/vme-a-satellite-imagery-dataset-and-benchmark","title":"VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond","first_author":"Noora Al-Emadi","url":null},"license":{"name":"CC BY-NC-ND & CC BY","url":"https://creativecommons.org/licenses/by-nc-nd/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Object Detection In Aerial Images","url":"/task/object-detection-in-aerial-images","datasets_with_task":"/datasets/task/object-detection-in-aerial-images"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["VME & CDSI"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/object-detection-in-aerial-images-on-vme-cdsi","task":"Object Detection In Aerial Images","dataset_variant":"VME & CDSI","rows":1,"metrics":["mAP50"],"first_row_in_archive_order":{"model":"DINO","paper":"/paper/vme-a-satellite-imagery-dataset-and-benchmark","metrics":{"mAP50":"86.5"},"code_links":[{"title":"nalemadi/VME_CDSI_dataset_benchmark","url":"https://github.com/nalemadi/VME_CDSI_dataset_benchmark"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/vme-a-satellite-imagery-dataset-and-benchmark","title":"VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond","date":"2025-05-28","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"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."}