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visual-analysis

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A hybrid multimodal Deepfake Detection Framework combining CNN, LSTM, and Transformer architectures to identify manipulations in both video (spatial/temporal) and audio streams. Built with PyTorch and features a Streamlit-based diagnostic dashboard with frame-level explainability.

  • Updated Feb 8, 2026
  • Python

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