Research preview

DualForensics: Deepfake Video Detection

Uniformly sample 16 frames from your clip, crop faces to 224×224, and run the DualForensics spatiotemporal model. You get a REAL / DEEPFAKE verdict, GradCAM overlays on the EfficientNet feature map, temporal self-attention weights per frame, and region-wise heatmap scores across forehead, eyes, nose, mouth, and jaw.

API: https://parvptl-dualforensics-api.hf.space

Drop an MP4 here, or click to browse

Max ~50 MB · 16 uniformly sampled face frames