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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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- image-to-image |
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language: |
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- en |
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tags: |
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- legal |
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dataset_info: |
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features: |
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- name: photo |
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dtype: image |
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- name: video |
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dtype: string |
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- name: phone |
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dtype: string |
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- name: gender |
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dtype: string |
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- name: age |
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dtype: int8 |
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- name: country |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 34728975 |
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num_examples: 8 |
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download_size: 195022198 |
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dataset_size: 34728975 |
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--- |
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# Anti-Spoofing Real Waist-High Dataset |
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The dataset consists of waist-high selfies and video of real people. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems. |
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### The dataset includes 2 different types of files: |
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- **Photo** - a selfie of a person from a mobile phone, the person is depicted alone on it, the face is clearly visible. Person is presented waist-high. |
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- **Video** - filmed on the front camera, on which a person moves his/her head left, right, up and down. Duration of the video is from 10 to 20 seconds. |
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![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2F20291c08c69f18a9a8c75fc73e47927c%2FMacBook%20Air%20-%201.png?generation=1688118876746794&alt=media) |
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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/datasets**](https://trainingdata.pro/datasets/anti-spoofing-real?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing-real-waist-high-dataset) to discuss your requirements, learn about the price and buy the dataset. |
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# Content |
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- The folder **"photo"** includes selfies of people |
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- The folder **"video"** includes videos of people |
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### File with the extension .csv |
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includes the following information for each media file: |
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- **photo**: link to access the selfie, |
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- **video**: link to access the video, |
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- **phone**: the device used to capture selfie and video, |
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- **gender**: gender of a person, |
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- **age**: age of the person, |
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- **country**: country of the person |
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## [**TrainingData**](https://trainingdata.pro/datasets/anti-spoofing-real?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing-real-waist-high-dataset) 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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TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets** |
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*keywords: ibeta level 1, ibeta level 2, liveness detection systems, liveness detection dataset, biometric dataset, biometric data dataset, biometric system attacks, anti-spoofing dataset, face liveness detection, deep learning dataset, face spoofing database, face anti-spoofing, face detection, face identification, face recognition, human video dataset, video dataset, large-scale face anti spoofing, rich annotations anti spoofing dataset* |