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--- |
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language: |
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- en |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- video-classification |
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tags: |
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- code |
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dataset_info: |
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features: |
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- name: set_id |
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dtype: int32 |
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- name: fist |
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dtype: string |
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- name: four |
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dtype: string |
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- name: me |
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dtype: string |
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- name: one |
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dtype: string |
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- name: small |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 1736 |
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num_examples: 28 |
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download_size: 1510134076 |
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dataset_size: 1736 |
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--- |
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# Hand Gesture Recognition Dataset |
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The dataset consists of videos showcasing individuals demonstrating 5 different hand gestures (*"one", "four", "small", "fist", and "me"*). Each video captures a person prominently displaying a single hand gesture, allowing for accurate identification and differentiation of the gestures. |
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The dataset offers a diverse range of individuals performing the gestures, enabling the exploration of variations in hand shapes, sizes, and movements across different individuals. |
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The videos in the dataset are recorded in reasonable lighting conditions and with adequate resolution, to ensure that the hand gestures can be easily observed and studied. |
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### The dataset's possible applications: |
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- hand gesture recognition |
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- gesture-based control systems |
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- virtual reality interactions |
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- sign language analysis |
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- human pose estimation and action analysis |
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- security and authentication systems |
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![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2F02149459e1fc1f76e2575dcdba6ec406%2FMacBook%20Air%20-%201.png?generation=1689667735287012&alt=media) |
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# Get the Dataset |
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### This is just an example of the data |
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Contact us via **[sales@trainingdata.pro](mailto:sales@trainingdata.pro)** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface)** to discuss your requirements, learn about the price and buy the dataset |
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# Content |
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- **files**: includes folders corresponding to people and containing videos with 5 different shown gestures, each file is named according to the captured gesture |
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- **.csv** file: contains information about files in the dataset |
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### Hand gestures in the dataset: |
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- "one" |
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- "four" |
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- "small" |
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- "clenched fist" |
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- "me" |
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### File with the extension .csv |
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includes the following information: |
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- **set_id**: id of the set of videos, |
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- **one**: link to the video with "one" gesture, |
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- **four**: link to the video with "four" gesture, |
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- **small**: link to the video with "small" gesture, |
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- **fist**: link to the video with "fist" gesture, |
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- **me**: link to the video with "me" gesture |
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# Videos with hand gestures might be collected in accordance with your requirements. |
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## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** provides high-quality data annotation tailored to your needs |
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More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets** |
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TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets** |