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  The dataset includes live-recorded Anti-Spoofing videos from around the world, captured via **low-quality** webcams with resolutions like QVGA, QQVGA and QCIF.
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  # Get the Dataset
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- This is just an example of the data. If you need access to the entire dataset, 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**)
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  ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F43bc66b1f16995fb42f10075db8f9ba5%2F4.png?generation=1684704084546644&alt=media)
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  Metadata is represented in the `file_info.csv`.
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- ## **[TrainingData](https://trainingdata.pro/data-market)** 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 includes live-recorded Anti-Spoofing videos from around the world, captured via **low-quality** webcams with resolutions like QVGA, QQVGA and QCIF.
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  # Get the Dataset
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+ This is just an example of the data. If you need access to the entire dataset, 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**)
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  ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F43bc66b1f16995fb42f10075db8f9ba5%2F4.png?generation=1684704084546644&alt=media)
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  Metadata is represented in the `file_info.csv`.
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+ ## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** 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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