A real-time deep learning system powered by YOLOv8 for accurate fire and smoke detection across images, videos, and live webcam feeds. The system issues instant Telegram alerts when fire confidence surpasses a safe threshold. With a Flask-based interface and detailed model evaluation metrics, this solution enhances wildfire monitoring, early detect
flask deep-learning yolo forest-fire-detection forest-fire-prediction real-time-forest-fire-detection-using-yolov8 ai-based-wildfire-monitoring-and-prevention forest-fire-dataset-and-preprocessing-guide telegram-alert-system-for-fire-emergencies
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Updated
Nov 29, 2025 - Jupyter Notebook