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pterhoer avatar

pterhoer/DeepFakeAnnotations

0
View on GitHub↗
16 stars·2 forks·Python·Unlicense·9 viewsieeexplore.ieee.org/document/10438899↗

DeepFakeAnnotations

We providing 65.3 Mio demographic and non-demographic attribute annotations of 41 different attributes for five popular DeepFake datasets, Celeb-DF, DeepFakeDetection (DFD), FaceForensics++ (FF++), DeeperForensics-1.0 (DF-1.0), and Deepfake Detection Challenge Dataset (DFDC).

Features

  • Fairness and Bias Mitigation - Analyzes AI biases using massively annotated databases.

Star history

Star history chart for pterhoer/deepfakeannotationsStar history chart for pterhoer/deepfakeannotations

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Frequently asked questions

What does pterhoer/deepfakeannotations do?

We providing 65.3 Mio demographic and non-demographic attribute annotations of 41 different attributes for five popular DeepFake datasets, Celeb-DF, DeepFakeDetection (DFD), FaceForensics++ (FF++), DeeperForensics-1.0 (DF-1.0), and Deepfake Detection Challenge Dataset (DFDC).

What are the main features of pterhoer/deepfakeannotations?

The main features of pterhoer/deepfakeannotations are: Fairness and Bias Mitigation.

Which projects share features with pterhoer/deepfakeannotations?

Projects with overlapping indexed features include: aakash4305/gbdf — A publicly available gender-balanced annotated deepfake dataset, GBDF, from FaceForensics++ (FF++), Celeb-DF, and… purdue-m2/fairness-generalization — Li Lin, Xinan He, Yan Ju, Xin Wang, Feng Ding, and Shu Hu.

Projects sharing features with DeepFakeAnnotations

These projects share indexed features with DeepFakeAnnotations. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • aakash4305/gbdfaakash4305 avatar

    aakash4305/GBDF

    11View on GitHub↗

    A publicly available gender-balanced annotated deepfake dataset, GBDF, from FaceForensics++ (FF++), Celeb-DF, and Deeper Forensics-1.0 consisting of 10,000 live and fake videos generated using different identity and expression swapping deepfake generation techniques. The dataset consist of…

    View on GitHub↗11
  • purdue-m2/fairness-generalizationPurdue-M2 avatar

    Purdue-M2/Fairness-Generalization

    63View on GitHub↗

    Li Lin, Xinan He, Yan Ju, Xin Wang, Feng Ding, and Shu Hu

    Python
    View on GitHub↗63