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# Low Quality Live Attacks
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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
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### This is just an example of the data
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Metadata is represented in the `file_info.csv`.
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## **
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More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets
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# Low Quality Live Attacks
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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
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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=low_quality_webcam_video_attacks) to discuss your requirements, learn about the price and buy the dataset.
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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&utm_medium=cpc&utm_campaign=low_quality_webcam_video_attacks) 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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