Omkar2118/datasets huggingface dataset:
MS-EVS Dataset
Full name: Multispectral Event-based Face detection dataset

The MS-EVS Dataset is the first large-scale event-based dataset for face detection.

- Regular images (**APS**) **and** simulated events (**EVS**)
- **Multispectral** data (RGB and/or near IR)
- Very **diverse faces** and data quality (for robust face detection)


It is divided in four subsets: 

- **N-YoutubeFaces**, 3k+ celebrity faces from Youtube videos, in color (simulated events). 
- **N-MobiFace**, 80 unedited mobile live color videos (simulated events).
- **N-SpectralFace**, 69 multispectral videos captured in-house (simulated events).
- **Real-SpectralFace**, a few sequences with real multispectral events (Grayscale and Infrared).


|      **Dataset**      | **APS** | **Simulated EVS** | **Real EVS** |                **Data**                |
|:---------------------:|:-------:|:-----------------:|:------------:|:--------------------------------------:|
|   **N-YoutubeFaces**  |    x    |         x         |              |               Color (RGB)              |
|     **N-MobiFace**    |    x    |         x         |              |               Color (RGB)              |
|   **N-SpectralFace**  |    x    |         x         |              | Multispectral (9 visible + 1 infrared) |
| **Real-SpectralFace** |    x    |                   |       x      | Multispectral (1 visible + 1 infrared) |