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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 51 000+ videos, leave a request on **[TrainingData](https://trainingdata.pro/data-market/anti-spoofing-replay
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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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- **video_fps** - frames per second for video in the dataset
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# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/anti-spoofing-replay
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# Content
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The dataset includes **files** folder with videos of people
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- **id**: id of the person,
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- **file**: link to access the display spoof attack video
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## **[TrainingData](https://trainingdata.pro/data-market/anti-spoofing-replay
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More datasets in TrainingData's Kaggle account: **<https://www.kaggle.com/trainingdatapro/datasets>**
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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 51 000+ videos, leave a request on **[TrainingData](https://trainingdata.pro/data-market/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=display-spoof)** 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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- **video_fps** - frames per second for video in the dataset
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# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=display-spoof) to learn about the price and buy the dataset**
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# Content
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The dataset includes **files** folder with videos of people
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- **id**: id of the person,
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- **file**: link to access the display spoof attack video
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## **[TrainingData](https://trainingdata.pro/data-market/anti-spoofing-replay?utm_source=huggingface&utm_medium=cpc&utm_campaign=display-spoof)** 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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