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The Fire Detection and Monitoring System is a Django-based web application that integrates fire detection capabilities with weather monitoring to provide real-time updates and alerts. It utilizes a pre-trained cascade classifier for fire detection, weather APIs for local weather data, and email notifications for critical alerts.