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README.md
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license: cc-by-nc-nd-4.0
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---
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---
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license: cc-by-nc-nd-4.0
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task_categories:
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- video-classification
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language:
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- en
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tags:
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- finance
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- legal
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- code
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---
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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. If you need access to the entire dataset, contact us via **[[email protected]](mailto:[email protected])** or leave a request on **[https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market**)
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# Webcam Resolution
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The collection of different video resolutions is provided, like:
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- QVGA (320p x 240p),
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- QQVGA (120p x 160p),
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- QCIF (176p x 144p) and others.
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# Metadata
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Each attack instance is accompanied by the following details:
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- Unique attack identifier
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- Identifier of the user recording the attack
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- User's age
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- User's gender
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- User's country of origin
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- Attack resolution
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Additionally, the model of the webcam is also specified.
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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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