---
license: cc-by-nc-nd-4.0
task_categories:
- image-to-text
- image-classification
tags:
- Detection
- Human-Computer Interaction
- Gesture Recognition
- Sign Language
size_categories:
- 1K<n<10K
---
# Movement Recognition Dataset - 10k+ videos
Dataset comprises **10,000+** videos of people demonstrating **5** distinct hand gestures, designed for advancing **gesture recognition** systems and improving recognition technology. It is ideal for training real-time recognition software, improving control systems, and exploring **3D models of hand pose and finger movements**.  - **[Get the data](https://unidata.pro/datasets/gesture-recognition/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=hand-gesture-recognition)**

## Dataset characteristics:
| Characteristic          | Data                                                                 |
|-------------------------|----------------------------------------------------------------------|
| **Description**         | Each video shows a person clearly demonstrating a single hand gesture |
| **Data types**          | Video                                                                |
| **Tasks**               | Detection, Classification, Recognition                              |
| **Number of videos**    | 10,000+                                                             |
| **Labeling**            | Metadata (id, gender)                                               |
| **Gender**              | Male, Female                                                        |
| **Type of hand gesture**| One, Four, Small, Fist, Me                                          |
### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/gesture-recognition/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=hand-gesture-recognition) to discuss purchase terms.
## Dataset structure
- files - folder of the data
- Gesture Recognition.csv - metadata for the data

## Similar Datasets:
1. [Face Segmentation Image Dataset](https://unidata.pro/datasets/face-segmentation-image-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=hand-gesture-recognition)
2. [Facial Expression Recognition Dataset](https://unidata.pro/datasets/facial-expression-recognition-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=hand-gesture-recognition)
3. [Speech Emotion Recognition Dataset](https://unidata.pro/datasets/speech-emotion-recognition/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=hand-gesture-recognition)