{"repo":"sayedgamal99/Real-Time-Smoke-Fire-Detection-YOLO11","free":true,"listed":false,"github":"https://github.com/sayedgamal99/Real-Time-Smoke-Fire-Detection-YOLO11","clone":"git clone https://github.com/sayedgamal99/Real-Time-Smoke-Fire-Detection-YOLO11.git","description":"Flare Guard is an AI-powered system designed to instantly detect and report fires and smoke.","language":"Python","stars":124,"topics":["ai","deep-learning","machine-learning","public-safety","telegram-bot","yolo11"],"license":null,"category":"machine-learning","readme_excerpt":"Flare Guard: Real-Time Smoke & Fire Detection with YOLO11 📌 Table of Contents 1. Introduction 2. Video Demonstration 3. Dataset 4. Training Summary 5. Example Detections 6. Installation and Usage - Installation - Inference Safeguard Lives with Smart Fire and Smoke Detection – A New Era of Protection 🛡️ Problem Description Fire incidents can cause catastrophic damage and loss of life when not detected early enough. Current detection methods, which rely primarily on traditional sensors, often have delayed response times that can lead to severe consequences. This creates a critical need for faster, more reliable detection systems that can identify fire hazards at their earliest stages. To address this challenge, this project implements advanced deep learning technology to detect fires and smoke as they emerge, enabling rapid response and intervention. Solution Flare Guard represents a state-of-the-art approach to fire safety monitoring. At its core, the system uses YOLOv11 , a powerful object detection model, to continuously analyze video feeds for signs of fire and smoke in real-time. When potential threats are detected, the system immediately sends alerts through Telegram/WhatsApp messaging platforms, ensuring that stakeholders are notified without delay. Why Choose Flare Guard? Key capabilities: - Real-time video processing with 30-60 frames per second - High-accuracy threat identification (80.6% Precision) - Robust performance across various environmental conditions - Imme","default_branch":null,"files":null,"tree":[],"storefront":"/r/sayedgamal99","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sayedgamal99/Real-Time-Smoke-Fire-Detection-YOLO11/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}