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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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- deepfake |
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- deepfake detection |
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- AI-generated |
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- video |
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size_categories: |
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- 1K<n<10K |
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--- |
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# Deepfake Videos Dataset |
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Dataset comprises **10,000+** videos featuring **7,000+** people, combining real videos with **AI-generated** faces to enhance **liveness detection** systems and **deepfake detection** methods. It is designed for advancing research in **deepfake generation**, **fake video detection**, and **facial recognition technologies**.**[Get the data](https://unidata.pro/datasets/deepfake-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset)** |
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## Dataset characteristics: |
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| Characteristic | Data | |
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|-------------------------|----------------------------------------------------------------------| |
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| Description | Real video of people with AI-generated faces, where individuals turn their heads in different directions | |
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| Data types | Video | |
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| Tasks | Facial recognition, Computer Vision | |
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| Total number of files | 10,000 | |
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| Number of people | 7,000 | |
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| Video generation sites | aisaver.io, faceswapvideo.ai, magichour.ai | |
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| Labeling | Metadata (age, gender, ethnicity) | |
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| Gender | Male, Female | |
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| Ethnicity | Asian (30%), African (70%) | |
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| Age | Min = 18, max = 80, mean = 45 | |
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### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/deepfake-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset) to discuss purchase terms. |
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## Dataset structure |
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- deepfake — AI-generated videos |
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- image — images of original face |
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- video — videos of original person |
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- DeepFake Videos Dataset.csv —file contains metadata for all individuals in the dataset. |
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## Similar Datasets: |
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1. [Synthetic Passports Dataset](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset) |
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2. [Anti-Spoofing Real Videos Dataset](https://unidata.pro/datasets/face-anti-spoofing/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset) |
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3. [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=deepfake-dataset) |
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