Shubham_Coder

Project Title: Deepfake Detective – AI Powered Media Verification Platform Problem Statement: With the rapid advancement of Artificial Intelligence, deepfake videos and manipulated media are becoming increasingly common. These fake videos can spread misinformation, damage reputations, and influence public opinion. Currently, it is difficult for common users to verify whether a video or image is real or AI-generated. There is a strong need for a reliable system that can detect deepfake media and help users verify the authenticity of digital content. Proposed Solution: Deepfake Detective is an AI-powered platform designed to detect manipulated media and identify deepfake videos and images. The system uses advanced computer vision and machine learning models to analyze facial patterns, frame consistency, and visual artifacts in videos. Users can upload a video or image, and the system will analyze it and provide an authenticity score along with a detailed risk analysis. Key Features: - AI-based deepfake detection for videos and images - Frame-by-frame video analysis using computer vision - Authenticity score and risk level detection - Heatmap visualization highlighting manipulated regions - AI media intelligence to classify the type of misinformation - Analytics dashboard showing detection statistics - Responsive web interface for both mobile and laptop users Technology Stack: - Frontend: React.js, Tailwind CSS - Backend: Node.js, Express.js - AI Engine: Python, TensorFlow / PyTorch, OpenCV - Database: MongoDB - Deployment: Docker / Cloud Services Expected Impact: Deepfake Detective aims to reduce the spread of misinformation and help users verify digital media authenticity. The platform can be used by journalists, social media users, researchers, and organizations to detect manipulated content and prevent the spread of fake media. Future Scope: Future enhancements include real-time deepfake detection, browser extensions for social media verification, voice deepfake detection, and blockchain-based authenticity verification.