{"url":"/dataset/sander-jyhne","name":"MapAI Dataset","full_name":null,"description_markdown":"# MapAI: Precision in Building Segmentation Dataset\r\n\r\nThe dataset comprises 7500 training images and 1500 validation images from Denmark. The test dataset is split into two tasks, where the first task (1368 images) is to segment the buildings only using aerial images. In contrast, the second task (978 images) allows using aerial images and lidar data. All data samples have a resolution of 500x500. The aerial images are RGB images, while the lidar data are rasterized. The ground truth masks have two classes, building, and background.\r\n\r\nSource: [MapAI: Precision in Building Segmentaiton](https://journals.uio.no/NMI/article/view/9849)\r\nImage Source: [Kartai](https://kartai.no/wp-content/uploads/2022/03/flyfoto-resultater.png)","description_withheld":null,"homepage":"https://huggingface.co/datasets/sjyhne/mapai_dataset","introduced_date":"2022-12-15","introduced_date_note":null,"introduced_by":null,"license":{"name":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"LiDAR","url":"/datasets/modality/lidar"}],"tasks":[{"name":"Image Segmentation","url":"/task/image-segmentation","datasets_with_task":"/datasets/task/image-segmentation"},{"name":"Extracting Buildings In Remote Sensing Images","url":"/task/extracting-buildings-in-remote-sensing-images","datasets_with_task":"/datasets/task/extracting-buildings-in-remote-sensing-images"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MapAI Dataset"],"data_loaders":[],"num_papers_in_archive":0,"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."}