Deepfake Video Detection using Deep Learning

This project will detect fake or edited videos. this will detect fake videos using in news. this will someone's personal deepfaked video to stop defamed. this will stop financial fruads.

Project Title

Deepfake Video Detection using Deep Learning

Project Area of Specialization

Artificial Intelligence

Project Summary

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.

Project Objectives

This project will detect fake or edited videos.

1. this will detect fake videos using in news.
2. this will someone's personal deepfaked video to stop defamed.
3. this will stop financial fruads.

Project Implementation Method

This is web based project which will take video from user to detect. This is divided into two parts frontend which is created using react and backend is created using python and different models of deep learning.

Benefits of the Project

• this will stop blackmailing to someone using fake videos.
• financial fruads will be stopped.
• no more fake news
• no revenge porn
• no defaming of anyone 

Technical Details of Final Deliverable

This is web based project which will take video from user to detect. This is divided into two parts frontend which is created using react and backend is created using python and different models of deep learning.

Final Deliverable of the Project

Software System

Core Industry

IT

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Industry, Innovation and Infrastructure

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com