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license: apache-2.0
tags:
  - image-classification
  - deepfake-detection
  - pytorch

CNN Transfer (DeepFakeDetector)

Binary image classifier for deepfake or AI-generated image detection.

Label convention (fixed)

  • 0 = real
  • 1 = fake

Preprocessing

  • Resize to 224x224
  • Normalize with ImageNet mean/std

Output

  • prob_fake in [0, 1] computed as softmax(logits)[fake]
  • decision threshold: 0.024

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