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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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tags: |
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- Machine learning |
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- Security |
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- Anti-spoofing |
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- Liveness Detection |
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- Biometric Verification |
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size_categories: |
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- 10K<n<100K |
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--- |
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# 2D Mask Attack Dataset - 26 436 videos |
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The dataset comprises **26,436** videos of real faces, **2D print attacks** (printed photos), and **replay attacks** (faces displayed on screens), captured under varied conditions. Designed for **attack detection** research, it supports the development of robust **face antispoofing** and **spoofing detection** methods, critical for **facial recognition security**. — **[Get the data](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset)** |
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## Dataset characteristics: |
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| Characteristic | Data | |
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|-------------------------|--------------------------------------------------------------------------------------------------| |
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| Description | Videos of individuals with printed masks and replay attacks | |
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| Data types | Video | |
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| Tasks | Anti-spoofing, Liveness Detection, Face Recognition | |
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| Number of videos | 26,436 | |
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| Name of categories | Video fakes, tolokers based spoofs, video zoom, youdo heads, in-car videos and fakes | |
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| Labeling | Metadata (age, gender, ethnicity) | |
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| Gender | Male, Female | |
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### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset) to discuss purchase terms. |
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## Dataset structure |
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- in_car_videos_and_fakes — Videos of crowdworkers' faces, captured inside cars, shown on phone screens. |
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- toloka_video_fakes — Videos of crowdworkers' faces displayed on computer or phone screens |
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- tolokers_based_spoofs — Videos of crowdworkers' faces displayed on computer or phone screens |
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- video_zoom — A zoom-based spoofing attack |
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- youdo_heads — Videos of cut-out color printouts of faces, collected via YouDo |
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- 2D Printed Mask Attacks and Replay Attacks Videos Dataset.csv — file contains metadata for all individuals in the dataset. |
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### 🧩 Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset) |
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## Similar Datasets: |
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1. [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset) |
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2. [2D Print Attacks and Silicone Masks Attacks Dataset](https://unidata.pro/datasets/2d-print-attacks-and-silicone-masks-attacks-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset) |
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3. [2D Printed Photos Attacks and Replay Attacks Images Dataset](https://unidata.pro/datasets/2d-printed-photos-attacks-and-replay-attacks-images-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset) |
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## 🌐 [UniData](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success. |
