{"url":"/dataset/lib-hsi","name":"LIB-HSI","full_name":"RGB and Hyperspectral images of Building Facades","description_markdown":"The LIB-HSI dataset contains hyperspectral reflectance images and their corresponding RGB images of building façades in a light industrial environment. The dataset also contains pixel-level annotated images for each hyperspectral/RGB image. The LIB-HSI dataset was created to develop deep learning methods for segmenting building facade materials.\r\n\r\nThe images were captured using a Specim IQ hyperspectral camera. The hyperspectral images are in the ENVI format. There are 393 training images, 45 validation images and 75 test images.","description_withheld":null,"homepage":"https://doi.org/10.25919/3541-s396","introduced_date":"2022-12-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/a-hyperspectral-and-rgb-dataset-for-building","title":"A Hyperspectral and RGB Dataset for Building Facade Segmentation","first_author":"Nariman Habili","url":null},"license":{"name":"Creative Commons Attribution-Noncommercial 4.0 Licence","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Hyperspectral images","url":"/datasets/modality/hyperspectral-images"}],"tasks":[{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Hyperspectral Image Segmentation","url":"/task/hyperspectral-image-segmentation","datasets_with_task":"/datasets/task/hyperspectral-image-segmentation"},{"name":"Hyperspectral Image Classification","url":"/task/hyperspectral-image-classification","datasets_with_task":"/datasets/task/hyperspectral-image-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["LIB-HSI"],"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."}