Forest Fire Classifier

Forest Fire Classifier is a lightweight web application designed for rapid image analysis to identify environmental hazards. Key features: * Identifies fire, smoke, or fire+smoke in uploaded images * Provides near real-time predictions with responses under 500 ms * Processes images in memory only, ensuring user privacy by not storing any data * Rebuilt for consistent performance using modern web technologies This tool is ideal for showcasing how academic concepts can evolve into practical, production-ready systems. It offers a secure and privacy-focused approach to image analysis, requiring no sign-up or extended waiting periods for results. The architecture prioritizes speed and security, making it suitable for scenarios where quick assessments are critical. Built for developers, environmental monitoring agencies, and educational institutions, this open-source project demonstrates robust image classification capabilities without complex setup. It provides confidence scores for each prediction and offers a flexible deployment suitable for various operational needs.