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UADFV, EBV, Deepfake-TIMIT, DFFD, Wild Deepfake, Celeb-DF (v1), Celeb-DF (v2), DFDC, Deeper Forensic, FaceForensic++, DFGC, FFIW-10K, ForgeryNet

This is a list of multiple Deepfakes‑related datasets, each with specific uses and characteristics, e.g., UADFV for detecting inconsistent head pose, EBV for revealing AI‑generated fake‑face videos by detecting eye blinks, etc.

Updated 12/22/2021
github

Description

Dataset Overview

Video Datasets

Dataset NamePaper LinkDownload LinkReal Video CountFake Video Count
UADFVPaper-4949
EBVPaperDownload--
Deepfake‑TIMITPaperDownload320640
DFFDPaperDownload10003000
Wild DeepfakePaperDownload--
Celeb‑DF (v1)PaperDownload--
Celeb‑DF (v2)PaperDownload5905639
DFDCPaperDownload23,564104,500
Deeper ForensicPaperDownload50,00010,000
FaceForensic++PaperDownload1,0005,000
DFGCPaperDowload--
FFIW-10KPaperDownload--
ForgeryNetPaperDownload99,630121,617

Image Datasets

Dataset NamePaper LinkDownload LinkReal Image CountFake Image Count
DFFDPaperDownload58,703240,336
FFHQPaperDownload-70,000 (GAN‑based)
iFakeFaceDBPaperDownload-87,000 (StyleGAN)
100k Faces-Download-100,000 (StyleGAN)
ForgeryNetPaperDownload1,438,2011,457,861

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Topics

Deepfake Detection
Face Recognition

Source

Organization: github

Created: 6/30/2021

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