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README.md
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The dataset allows researchers and developers in recognizing and analyzing **facial expressions, anti-spoofing tasks, face detection, re-identification and face recognition tasks**. The inclusion of various attributes and different lighting conditions aims to enhance the **robustness and effectiveness** of anti-spoofing models in real-world scenarios.
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## Full version of the dataset includes 30,000+ videos of people, leave a request on **[TrainingData](https://trainingdata.pro/data-market
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### Statistics for the dataset (gender and type of the attack):
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# Get the Dataset
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## This is just an example of the data
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Leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market
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# Content
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The folder **files** includes:
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- **file**: link to access the file,
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- **type**: type of the video (*real, mask, outline, print, print_cut, silicone, monitor*)
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## **[TrainingData](https://trainingdata.pro/data-market
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More datasets in TrainingData's Kaggle account: **<https://www.kaggle.com/trainingdatapro/datasets>**
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The dataset allows researchers and developers in recognizing and analyzing **facial expressions, anti-spoofing tasks, face detection, re-identification and face recognition tasks**. The inclusion of various attributes and different lighting conditions aims to enhance the **robustness and effectiveness** of anti-spoofing models in real-world scenarios.
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## Full version of the dataset includes 30,000+ videos of people, leave a request on **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=web-camera-face-liveness-detection)** to buy the dataset
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### Statistics for the dataset (gender and type of the attack):
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# Get the Dataset
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## This is just an example of the data
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Leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=web-camera-face-liveness-detection) to learn about the price and buy the dataset**
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# Content
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The folder **files** includes:
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- **file**: link to access the file,
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- **type**: type of the video (*real, mask, outline, print, print_cut, silicone, monitor*)
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## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=web-camera-face-liveness-detection)** 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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