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  # Anti-Spoofing dataset: replay
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- The dataset consists of 40,000 videos and selfies with unique people. 15,000 attack replays from 4,000 unique devices. 10,000 attacks with A4 printouts and 10,000 attacks with cut-out printouts.
 
 
 
 
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  # Get the dataset
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  # Anti-Spoofing dataset: replay
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+ The dataset consists of 51,000+ videos of replay attacks from people from 157 countries.
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+ It is based on data from **Anti Spoofing Real Dataset**: https://huggingface.co/datasets/TrainingDataPro/anti-spoofing_Real.
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+ The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.
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+ The dataset includes: **replay attacks** - videos from Antispoofing Real filmed on the phone.
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  # Get the dataset
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