🛡️ Detect Fake News, Deepfakes, and Misinformation Using AI
SatyaDrishti is an AI-powered tool designed to detect and combat misinformation in news articles, images, and videos. It integrates fact-checking APIs, deepfake detection models, and a Chrome extension to provide real-time verification of online content.
- Web App – Enter news text, URLs, or upload images/videos for credibility analysis.
- Chrome Extension – Flags fake news while browsing by changing site colors.
- AI-Based Analysis – Uses NLP, OpenCV, and deep learning to detect misinformation.
- User Reporting System – Allows users to report suspicious content.
- Gamified Learning – Teaches users how to identify misinformation.
✅ Real-Time Fake News Detection (Text & URL-based verification)
✅ Fake Image & Deepfake Detection
✅ Trust Score System (🟥 Fake, 🟨 Likely Fake/True, 🟩 True)
✅ Chrome Extension (Detects misinformation while browsing)
✅ User Reporting System (Crowdsourced fact-checking)
✅ Gamified Learning (Earn points & learn misinformation detection)
✅ Fact-Checking API Integration (Google Fact Check, Snopes, PolitiFact)
- Next.js – Web framework
- Chrome Extension (Manifest V3 + Content Scripts)
- Next.js – Used to create API endpoints
- Vercel Serverless Functions – Host API endpoints
- Firebase Firestore – Store user-reported misinformation cases, videos, links, and reports
- PostgreSQL (Neon) + Prisma – Store user information and game leaderboard
- DistilBERT (Hugging Face) – Fake news classification
- OpenCV + ELA – Fake image detection
- Google Reverse Image Search API – Identify manipulated images
- FaceForensics++ – Deepfake video detection
- ResNet Audio Forensics – AI-generated voice detection
git clone https://github.com/debankur04/satyadrishti.git
cd satyadrishti npm install Create a .env.local file and add the required API keys:
NEXT_PUBLIC_FIREBASE_APIKEY="your_api_key"
NEXT_PUBLIC_FIREBASE_AUTHDOMAIN="your_api_key"
NEXT_PUBLIC_FIREBASE_PROJECTID="your_api_key"
NEXT_PUBLIC_FIREBASE_STORAGEBUCKET="your_api_key"
NEXT_PUBLIC_FIREBASE_MESSAGINGSENDERID="your_api_key"
NEXT_PUBLIC_FIREBASE_APPID="your_api_key"
NEXT_PUBLIC_GOOGLE_FACT_CHECK_API_KEY="your_api_key"
NEXT_PUBLIC_HUGGINGFACE_API_KEY="your_api_key"
NEXT_PUBLIC_REVERSE_IMAGE_API_KEY="your_api_key"
NEXT_PUBLIC_FACEFORENSICS_API_KEY="your_api_key"
NEXT_PUBLIC_RESNET_AUDIO_API_KEY="your_api_key"npm run dev The project will be available at http://localhost:3000
| Endpoint | Method | Description |
|---|---|---|
/api/analyze_text |
POST | Detects fake news in text using AI |
/api/fact_check |
GET | Cross-checks news credibility with databases |
/api/deepfake |
POST | Detects deepfake videos using FaceForensics++ |
/api/image-tampering |
POST | Identifies manipulated images using OpenCV + ELA |
/api/reverse_image |
POST | Performs Google Reverse Image Search |
/api/ai-image |
POST | AI-based fake image detection |
/api/geturls |
GET | Retrieves stored URLs for analysis |
/api/storeurl |
POST | Saves URLs to Firestore/PostgreSQL |
/api/upload |
POST | Uploads images/videos for verification |
1️⃣ User enters a news URL, text, or uploads an image/video
2️⃣ SatyaDrishti analyzes the content using AI models
3️⃣ Displays credibility score (Red/Yellow/Green)
4️⃣ Users can report suspicious content for fact-checking
5️⃣ Gamified learning module helps users improve misinformation detection skills
🔹 Multi-Language Support – Fake news detection in Hindi, Spanish, etc.
🔹 Social Media Integration – Detect misinformation in Twitter, Facebook posts.
🔹 Blockchain for Fact-Checking – Immutable verification records.
🔹 AI Chatbot for News Verification – Users can ask AI if news is real or fake.
We welcome contributions! 🚀
- Fork the repo
- Create a feature branch:
git checkout -b feature-name
- Commit your changes:
git commit -m "Added feature" - Push to your branch:
git push origin feature-name
- Open a Pull Request
This project is licensed under the MIT License.
Team Ashwamedh
Built for Exabyte
Team Members:
- Debankur Dutta
- Anuska Kapuria
- Shinjan Kundu
🙏 Thank You!
If you like this project, ⭐ star the repo and share it! 🚀