Deepfake Image Dataset for Synthetic Media Detection

A collection of deepfake images hosted on Hugging Face by author sadanandkaji. The dataset was last updated on February 12, 2025. Its specific size, format, and annotation details are not provided in the metadata.

Use Cases

• Train a binary classifier to distinguish real from synthetic faces (inferred from domain, verify after download)
• Benchmark the performance of generative adversarial network (GAN) detectors (inferred from domain, verify after download)
• Analyze visual artifacts and failure modes in image synthesis algorithms (inferred from domain, verify after download)

Strengths

• Published on the Hugging Face platform, facilitating easy access and integration.
• Last updated on 2025-02-12 14:50:24, indicating recent maintenance.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and column definitions are unknown, limiting suitability assessment.
• The license is listed as 'mit' in platform tags but should be confirmed from the repository.

Provenance

Source

huggingface

Collection Method

Likely contains synthetically generated or manipulated images.

Time Range

null

Freshness

Last updated 2025-02-12 14:50:24.

Geography

Platform tags include 'Regionus', but specific geographic coverage is unknown.