https://github.com/fatmamahmoudr/verivideo-deepfake-detection

**VeriVideo** is a deepfake face detection system designed to ensure digital media integrity. Using ResNeXt-50, LSTM, and fully connected layers, it achieves 95.22% accuracy. Integrated into a scalable web app, VeriVideo empowers users to detect manipulated videos, fostering trust in digital content.
https://github.com/fatmamahmoudr/verivideo-deepfake-detection

cnn computer-vision deep-learning deepfake-detection lstm pytorch rnn

Last synced: 3 months ago
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**VeriVideo** is a deepfake face detection system designed to ensure digital media integrity. Using ResNeXt-50, LSTM, and fully connected layers, it achieves 95.22% accuracy. Integrated into a scalable web app, VeriVideo empowers users to detect manipulated videos, fostering trust in digital content.

• Host: GitHub
• URL: https://github.com/fatmamahmoudr/verivideo-deepfake-detection
• Owner: FatmaMahmoudR
• Created: 2024-08-21T16:36:31.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-10-29T11:19:31.000Z (6 months ago)
• Last Synced: 2025-01-31T02:01:36.408Z (3 months ago)
• Topics: cnn, computer-vision, deep-learning, deepfake-detection, lstm, pytorch, rnn
• Language: Jupyter Notebook
• Homepage:
• Size: 7.67 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# VERIVIDEO-DEEPFAKE-DETECTION

**VeriVideo** is a deepfake face detection system designed to ensure digital media integrity. Using ResNeXt-50, LSTM, and fully connected layers, it achieves 95.22% accuracy. Integrated into a scalable web app, VeriVideo empowers users to detect manipulated videos, fostering trust in digital content.

## Enter a URL of a Video or Upload it from your Device



  

  



## The Video after the preprocessing step



  



## Results