|
|
--- |
|
|
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) |
|
|
|
|
|
|
