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@@ -23,7 +23,7 @@ In the dataset, there are **4 types of videos** filmed on mobile devices:
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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 7,200+ videos of people, leave a request on **[TrainingData](https://trainingdata.pro/data-market/on-device-face-liveness-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=on-device-face-liveness-detection)** to buy the dataset
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  ### Statistics for the dataset (gender, type of the device, 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=on-device-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, mask_cut*)
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- ## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=on-device-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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  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 7,200+ videos of people, leave a request on **[TrainingData](https://trainingdata.pro/datasets/presentation-attack-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=on-device-face-liveness-detection)** to buy the dataset
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  ### Statistics for the dataset (gender, type of the device, 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/datasets](https://trainingdata.pro/datasets/presentation-attack-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=on-device-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, mask_cut*)
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+ ## **[TrainingData](https://trainingdata.pro/datasets/presentation-attack-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=on-device-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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