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@@ -39,7 +39,7 @@ The dataset includes: **replay attacks** - videos of real people played on a com
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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=MacBook-Attacks-Dataset) to discuss your requirements, learn about the price and buy the dataset.
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  # Content
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  The folder "attacks" includes videos of replay attack
@@ -63,8 +63,10 @@ includes the following information for each media file:
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  - **age**: age of the person in the video,
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  - **country**: country of the person
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- ## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=MacBook-Attacks-Dataset) 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**
 
 
 
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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/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=MacBook-Attacks-Dataset) to discuss your requirements, learn about the price and buy the dataset.
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  # Content
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  The folder "attacks" includes videos of replay attack
 
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  - **age**: age of the person in the video,
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  - **country**: country of the person
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+ ## [**TrainingData**](https://trainingdata.pro/datasets/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=MacBook-Attacks-Dataset) 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**
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+ *keywords: ibeta level 1, ibeta level 2, liveness detection systems, liveness detection dataset, biometric dataset, biometric data dataset, biometric system attacks, anti-spoofing dataset, face liveness detection, deep learning dataset, video replay attack, replay attack dataset, replay attack database, replay mobile dataset, video attack attempts, face spoofing database, face anti-spoofing, face recognition, face detection, face identification, human video dataset, video classification dataset, macbooks, apple, attacks classification, security of personal data, fraud detection, fraud recognition, large-scale face anti spoofing, rich annotations anti spoofing dataset, display spoof attack*