Face Forgery Detection - Groups

FFIW

FFIW dataset for face forgery detection

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MSWT for Face Forgery Detection

Face forgery detection using multi-scale wavelet transformer framework

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ForgeryNet

The ForgeryNet dataset is a very large dataset for real-world face forgery detection, with 2.9 million images, 221,247 videos and 15 forgery approaches.

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DeeperForensics-1.0 (DF-1.0)

The DeeperForensics-1.0 (DF-1.0) dataset contains 60,000 videos and 17.6 million frames with 100 consented actors.

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Fair Forgery Detection (FairFD)

The Fair Forgery Detection (FairFD) dataset is a comprehensive racial bias evaluation benchmark for forgery detection, providing a large-scale dataset, fairness metrics, and...

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Mesonet

A compact facial video forgery detection network for detecting manipulated faces in videos.

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FFIW10K

A novel large-scale dataset for face forgery detection in multi-person scenarios, comprising 10,000 high-quality forgery videos with an average of three human faces in each frame.

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WildDeepfake

WildDeepfake [13] is a challenging real-world dataset for deepfake detection.

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CelebDF

CelebDF [12] is a large-scale challenging dataset for deepfake forensics.

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GenFace

The GenFace dataset is a large-scale, diverse, and fine-grained high-fidelity deepfake dataset, which contains face forgery images generated by state-of-the-art synthesis...

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Celeb-DF

Face forgery by deepfake is widely spread over the internet and has raised severe societal concerns. Recently, how to detect such forgery contents has become a hot research...

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DeeperForensics-1.0

DeeperForensics-1.0 is a large-scale dataset for real-world face forgery detection, containing 60,000 videos and 17.6 million frames.

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Stable Diffusion Dataset

The Stable Diffusion dataset contains 100,000 images generated by the Stable Diffusion model.

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PGGAN Dataset

The PGGAN dataset contains 100,000 faces generated by the Progressive GAN (PGGAN) model.

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Diverse Fake Face Dataset (DFFD)

The Diverse Fake Face Dataset (DFFD) contains various types of real and fake images.

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Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physio...

The paper proposes a unified face spoofing and forgery detection framework to solve the multi-dataset conflict problem, and the authors use five public autopilot datasets,...

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The Deepfake Detection Challenge (DFDC) Dataset

The dataset contains real and fake face videos.

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GM-DF: Generalized Multi-Scenario Deepfake Detection

The paper proposes a unified face forgery detection framework to solve the multi-dataset conflict problem, and the authors use five public autopilot datasets, including...

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FFHQ Dataset

The FFHQ dataset is a large dataset of high-quality face images with 1024 × 1024 resolution with variations in age, gender, and glasses.

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FaceForensics++

Deepfakes have become a critical social problem, and detecting them is of utmost importance. The FaceForensics++ dataset offers fake video datasets. Most of the detection...

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21 datasets found