DeepFake Videos Dataset
The dataset contains real videos of people with generated faces overlaid to enhance liveness detection systems.
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- files
- 10,000+
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- people
- 7,000+
- Facial Recognition
- Computer Vision
- Machine learning
- Data generation
- Security
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- files
- 10,000+
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- people
- 7,000+
Dataset Info
| Characteristic | Data |
| Description | Real video of people with AI-generated faces, where individuals turn their heads in different directions |
| Data types | Video |
| Tasks | Facial recognition, Computer Vision |
| Total number of files | 10,000 |
| Number of people | 7,000 |
| Video generation sites | aisaver.io, faceswapvideo.ai, magichour.ai |
| Labeling | Metadata (age, gender, ethnicity) |
| Gender | Male, Female |
| Ethnicity | Asian (30%), African (70%) |
| Age | Min = 18, max = 80, mean = 45 |
Statistics
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- Distribution by age
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- Duration of the video duration
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- Distribution by gender
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- Distribution by ethnicity
Technical
Characteristics
| Characteristic | Data |
| Video extension | mp4, MOV |
| Video Resolutions | 1920 x 1080p, 480 x 360p, 1280 x 720p, 720 x 480p, 640 x 480p, 1920 x 920p |
| Video duration | Mean = 9, median = 9, min = 2, max = 34 |
| Frames per second | Mean = 26.6 |
| Devices | iPhone 13 (30%), Google Pixel (70%) |
Industries
Finance:
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Deepfake Detection:
Developing advanced algorithms to identify and mitigate the risks associated with deepfake videos, protecting against misinformation and identity theft.
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Fraud Prevention:
Implementing synthetic video analysis to detect identity fraud in financial transactions, safeguarding customer accounts.
Entertainment Industry:
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Content Creation:
Utilizing deepfake technology for creative storytelling, allowing filmmakers and content creators to produce innovative narratives and visual effects.
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Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.
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