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README.md
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Our dataset also explores the use of neural architectures, such as deep neural networks, to facilitate the identification of distinguishing patterns and textures in different regions of the face, increasing the accuracy and generalizability of the anti-spoofing models.
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## 💴 For Commercial Usage: Full version of the dataset includes
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### Metadata for the full dataset:
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- **replay.assignment_id** - unique identifier of the media file
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Our dataset also explores the use of neural architectures, such as deep neural networks, to facilitate the identification of distinguishing patterns and textures in different regions of the face, increasing the accuracy and generalizability of the anti-spoofing models.
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## 💴 For Commercial Usage: Full version of the dataset includes 25,000+ photos of people, leave a request on **[our website](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=display-spoof-attack)** to buy the dataset
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### Metadata for the full dataset:
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- **replay.assignment_id** - unique identifier of the media file
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