Verifeed Deepfake Video D

VeriFeed is a browser extension designed for real-time deepfake video detection on Facebook. It uses a deep learning model (ResNext50 + LSTM) to analyze video content and identify manipulated or synthetic media. The system consists of a Flask-based backend API for processing and a browser extension that integrates into Facebook, which provides users with instant detection results to combat misinformation and enhance online safety.

Installation and Usage Guide

Step 1: Installation
Install the VeriFeed - Deepfake Video Detector extension from the Chrome Web Store. Please note that VeriFeed is currently available exclusively for Web browser.

Step 2: Extension Activation
Click the VeriFeed extension icon in your browser toolbar to open the extension popup.

Step 3: Platform Navigation
Navigate to Facebook using your web browser.

Step 4: Content Selection
Locate and access the Facebook Reels or video content you wish to verify.

Step 5: Verification Initiation
Click the "Verify Now" button within the extension's popup interface to commence the analysis process.

Step 6: Results Review
The detection results will be displayed within the extension interface, providing clear indicators of content authenticity.