https://github.com/mithoon278/deepfake-video-detection-resnext-and-lstm-
This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features.
https://github.com/mithoon278/deepfake-video-detection-resnext-and-lstm-
deep-learning deep-neural-networks deepfake-detection flask-application lstm python resnext-50
Last synced: about 1 month ago
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This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features.
- Host: GitHub
- URL: https://github.com/mithoon278/deepfake-video-detection-resnext-and-lstm-
- Owner: Mithoon278
- Created: 2024-12-10T17:37:58.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-01-08T04:22:07.000Z (4 months ago)
- Last Synced: 2025-01-27T22:56:15.798Z (3 months ago)
- Topics: deep-learning, deep-neural-networks, deepfake-detection, flask-application, lstm, python, resnext-50
- Language: Jupyter Notebook
- Homepage:
- Size: 643 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0