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AI-powered platform to detect deepfake images and videos using advanced deep learning models. Ensures content authenticity, combats misinformation, and protects user identity — all through a sleek, secure, and modern web interface.

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04Nitish/DetectAI

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🧠 DetectAI – Deepfake Detection System

License: MIT

DetectAI is an advanced AI-powered web application designed to detect deepfake content in videos and images. By leveraging state-of-the-art machine learning algorithms, it ensures the authenticity of digital media, helping users protect their identity and prevent misinformation.


📸 Interface Preview

Demo of login UI:

image


✨ Overview

DetectAI provides a secure and easy-to-use platform to detect manipulated content using artificial intelligence.

🔍 Features include:

  • Identification of deepfakes in videos and images
  • Clean and modern UI with user authentication
  • Real-time voice and text interface (if integrated)
  • Secure upload and result rendering

🚀 Key Features

✅ Deepfake detection using AI algorithms
✅ Login and signup system
✅ Modern frontend design with gradient UI
✅ Accurate analysis of manipulated content
✅ Supports image/video uploads
✅ Simple and responsive interface


🛠️ Tech Stack

Layer Technology
Backend Python, Flask, Flask-SocketIO
Frontend HTML, CSS, JavaScript
AI Tools Deepfake detection model (custom/3rd-party)
Voice SpeechRecognition, gTTS (optional)
WebSockets Socket.IO
Database SQLite

🔧 Installation & Setup

1. Clone the Repository

git clone https://github.com/04Nitish/DetectAI.git
cd DetectAI

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AI-powered platform to detect deepfake images and videos using advanced deep learning models. Ensures content authenticity, combats misinformation, and protects user identity — all through a sleek, secure, and modern web interface.

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