mertkayacs/xdfdet
Video Classification • Updated • 698 • 1
Explainable deepfake detection
EfficientNet-B4 deepfake detectors with Grad-CAM facial-region analysis on FaceForensics++, and the papers they build on.
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FaceForensics++: Learning to Detect Manipulated Facial Images
Paper • 1901.08971 • Published • 1 -
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Paper • 1905.11946 • Published • 4 -
Improved Regularization of Convolutional Neural Networks with Cutout
Paper • 1708.04552 • Published -
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Paper • 1610.02391 • Published