Summarize:
It seems that you haven’t provided the content you’d like summarized. Please paste the text, and I’ll be happy to summarize it for you!
AI-Driven Real-Time Wildfire Detection System | IgnisAI
#AIPowered #RealTime #Wildfire #Detection #System #IgnisAI
🌍 Real-Time Wildfire Detection Using AI & Machine Learning
Wildfires cause massive destruction every year, and early detection is crucial in preventing disasters. IgnisAI is an AI-powered wildfire detection system that analyzes satellite data in real-time and provides instant alerts to help communities respond faster.
🔹 How It Works:
✅ Data Collection – Uses Google Earth Engine to fetch real-time wildfire data (NDVI, LST, Burned Area).
✅ AI-Based Detection – Processes data using a Random Forest Classifier, optimized with GridSearchCV.
✅ Instant Alerts – Sends email notifications upon wildfire detection (Future SMS alerts planned!).
✅ Live Dashboard – Displays real-time wildfire data with historical analysis.
✅ User Subscription – Allows users to sign up for personalized alerts.
✅ API Integration – Enables third-party IoT device compatibility.
✅ Cloud-Ready & Secure – Built using React, Django, and REST APIs for scalability.
🔥 Technologies Used:
🔹 Frontend: React, TypeScript, Vite
🔹 Backend: Django
🔹 Machine Learning: Random Forest Classifier, GridSearchCV
🔹 Data Source: Google Earth Engine (NDVI, LST, Burned Area)
🔹 Notification System: Django Email API (Future SMS alerts)
🎯 Why This Matters?
Our AI-driven wildfire detection system can help first responders, firefighters, and environmental agencies take immediate action, reduce damage, and save lives. As climate change increases wildfire risks, real-time detection is more important than ever!
💡 Future Enhancements:
Global Expansion – Extending detection beyond the U.S.
SMS Alerts – Faster emergency notifications.
Advanced AI Models – Improved accuracy with more data sources.
IoT Integration – Expanding API support for smart sensors.
🌟 GitHub Repository & Project Details:
🔗 https://github.com/Puspa222/Fire-Detection.git
⚡ Like, Share & Subscribe for more AI-driven solutions! 🚀
#WildfireDetection #AI #MachineLearning #Django #React #ClimateTech #FirePrevention #GoogleEarth #DataScience #hackathon #ai
Click here to learn more about this YouTuber
