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TrainingDataPro
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anti-spoofing_replay

Tasks:
Video Classification
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English
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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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  ### 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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  # File with the extension .csv
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  includes the following information for each media file:
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  **How it works**: *go to the first folder and you will make sure that it contains media files taken by a person whose parameters are specified in the first line of the .csv file.*
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- In order to get access to more than 23,000 Replay videos or to learn more about our data, please contact our sales team by submitting a request on our website https://trainingdata.pro/data-market?utm_source=huggingface or emaling us at sales@trainingdata.pro
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  More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
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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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  ### 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=anti-spoofing_replay) to discuss your requirements, learn about the price and buy the dataset.
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  # File with the extension .csv
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  includes the following information for each media file:
 
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  **How it works**: *go to the first folder and you will make sure that it contains media files taken by a person whose parameters are specified in the first line of the .csv file.*
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+ ## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing_replay) 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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