{"url":"/dataset/ms-evs-dataset","name":"MS-EVS Dataset","full_name":"Multispectral Event-based Face detection dataset","description_markdown":"The MS-EVS Dataset is the first large-scale event-based dataset for face detection.\r\n\r\n- Regular images (**APS**) **and** simulated events (**EVS**)\r\n- **Multispectral** data (RGB and/or near IR)\r\n- Very **diverse faces** and data quality (for robust face detection)\r\n\r\n\r\nIt is divided in four subsets: \r\n\r\n- **N-YoutubeFaces**, 3k+ celebrity faces from Youtube videos, in color (simulated events). \r\n- **N-MobiFace**, 80 unedited mobile live color videos (simulated events).\r\n- **N-SpectralFace**, 69 multispectral videos captured in-house (simulated events).\r\n- **Real-SpectralFace**, a few sequences with real multispectral events (Grayscale and Infrared).\r\n\r\n\r\n|      **Dataset**      | **APS** | **Simulated EVS** | **Real EVS** |                **Data**                |\r\n|:---------------------:|:-------:|:-----------------:|:------------:|:--------------------------------------:|\r\n|   **N-YoutubeFaces**  |    x    |         x         |              |               Color (RGB)              |\r\n|     **N-MobiFace**    |    x    |         x         |              |               Color (RGB)              |\r\n|   **N-SpectralFace**  |    x    |         x         |              | Multispectral (9 visible + 1 infrared) |\r\n| **Real-SpectralFace** |    x    |                   |       x      | Multispectral (1 visible + 1 infrared) |","description_withheld":null,"homepage":"https://ms-evs.github.io/","introduced_date":"2024-01-03","introduced_date_note":null,"introduced_by":null,"license":{"name":"MIT","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Hyperspectral images","url":"/datasets/modality/hyperspectral-images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Face Detection","url":"/task/face-detection","datasets_with_task":"/datasets/task/face-detection"},{"name":"Multispectral Object Detection","url":"/task/multispectral-object-detection","datasets_with_task":"/datasets/task/multispectral-object-detection"},{"name":"Event-based vision","url":"/task/event-based-vision","datasets_with_task":"/datasets/task/event-based-vision"}],"languages":[],"variants":["MS-EVS 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."}