Deepfake Video detection using Deep Learning (ResNext and LSTM)

This projects aims in detection of video deepfakes using deep learning techniques like ResNext and LSTM. We have acheived deepfake detection by using transfer learning where the pretrained ResNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. Deployed using flask api.

System Architecture

DEMO:

Feedback

If you have any feedback, please reach out to us at midhunbose2017@gmail.com