{"url":"/dataset/aircraft-context-dataset","name":"Aircraft Context Dataset","full_name":null,"description_markdown":"The Aircraft Context Dataset, a composition of two inter-compatible large-scale and versatile image datasets focusing on manned aircraft and UAVs, is intended for training and evaluating classification, detection and segmentation models in aerial domains. Additionally, a set of relevant meta-parameters can be used to quantify dataset variability as well as the impact of environmental conditions on model performance.","description_withheld":null,"homepage":"https://github.com/aircraftcontext/aircraft-context-dataset","introduced_date":"2021-10-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/the-aircraft-context-dataset-understanding","title":"The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial Domains","first_author":"Daniel Steininger","url":null},"license":{"name":"Custom (non-commercial)","url":"https://github.com/aircraftcontext/aircraft-context-dataset/blob/main/LICENCE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Instance Segmentation","url":"/task/instance-segmentation","datasets_with_task":"/datasets/task/instance-segmentation"},{"name":"Fine-Grained Image Classification","url":"/task/fine-grained-image-classification","datasets_with_task":"/datasets/task/fine-grained-image-classification"},{"name":"Small Object Detection","url":"/task/small-object-detection","datasets_with_task":"/datasets/task/small-object-detection"},{"name":"Robust Object Detection","url":"/task/robust-object-detection","datasets_with_task":"/datasets/task/robust-object-detection"}],"languages":[{"name":"Chinese","url":"/datasets/language/chinese"}],"variants":["Aircraft Context Dataset"],"data_loaders":[{"repo":"https://github.com/aircraftcontext/aircraft-context-dataset","url":"https://github.com/aircraftcontext/aircraft-context-dataset","frameworks":[]}],"num_papers_in_archive":3,"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."}