Fire Smoke Detection ML Frameworks

Real-time detection systems for fire and smoke using computer vision and deep learning models (CNN, YOLO, R-CNN) on images, videos, and live feeds. Does NOT include general object detection frameworks, fire prediction/forecasting, or fire suppression systems.

There are 23 fire smoke detection frameworks tracked. The highest-rated is tobybreckon/fire-detection-cnn at 44/100 with 570 stars.

Get all 23 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	tobybreckon/fire-detection-cnn real-time fire detection in video imagery using a convolutional neural...	44	Emerging	570	Python
2	spacewalk01/yolov5-fire-detection Training YOLOv5/YOLOv9 to detect fire in a video	42	Emerging	326	Jupyter Notebook
3	robmarkcole/fire-detection-from-images Detect fire in images using neural nets	41	Emerging	450	Jupyter Notebook
4	RichardoMrMu/yolov5-fire-smoke-detect This is a c++ implement of yolov5 and fire/smoke detect.	33	Emerging	32	C++
5	phiyodr/building-inspection-toolkit Building Inspection Toolkit	32	Emerging	29	Jupyter Notebook
6	KenesuEXE/titanium-classifier Uses a convolution neural network to classify titanium microstructures	23	Experimental	2	Jupyter Notebook
7	Resplendent-Keklak/slf-invasion-modeling Modeling, data visualization, and other research on the classification of...	23	Experimental	1	Jupyter Notebook
8	SayanSomya/Fire-and-Smoke-detection Research Internship project under Assistant Prof. Manish Bhatt of IIT, Guwahati	22	Experimental	17	Jupyter Notebook
9	AI-FIREBUSTERS/ICIAP_ONFIRE Here we present the trained model and the algorithm that let us win the...	22	Experimental	1	Jupyter Notebook
10	Zhen-x-l/WiseKnight WiseKnight是一个基于 Llama 3.2...	21	Experimental	—	Python
11	vahapogut/AI-fire-detection Advanced Real-Time Fire & Smoke Detection System using YOLOv8 AI, Python...	20	Experimental	1	TypeScript
12	Sukanyasingh3/PyroDetect-Fire-Detection CNN model for fire detection using CCTV footage, built using TensorFlow and...	20	Experimental	5	Jupyter Notebook
13	QuantumMaterialsModelling/AiSurf-Automated-Identification-of-Surface-images AiSurf is an open-source package for analyzing surface microscopy images,...	19	Experimental	12	Jupyter Notebook
14	salim4n/Fire_Detection Entrainement sur YOLOV8 pour qu'il puisse detecter du feu	18	Experimental	7	Jupyter Notebook
15	Lefyd24/Forest-Fire-Smoke-Detection Forest fire and smoke detection using YOLOv8 in the context of a project for...	18	Experimental	1	Jupyter Notebook
16	ayolo2410/Smart-Forest The project is a Flask-based application that uses YOLOv8 for detecting...	16	Experimental	4	HTML
17	syedissambukhari/Flir-image-temperature-detection-using-CNN-algorithm This repository contains a Convolutional Neural Network (CNN) implementation...	16	Experimental	3	Jupyter Notebook
18	CharleyDL/Fire_Detection 📱🔥 Application streamlit and mongodb to detect flames and smoke in Picture /...	15	Experimental	1	Python
19	zaeem7744/FireAlarm_Detector 🔥 AI-powered fire alarm detection system using on-device ML (TensorFlow...	14	Experimental	—	C
20	sunnyiisc/Fire-Detection-from-FLAME-Dataset Deep Learning model implementation for Fire detection both classification...	14	Experimental	29	Python
21	mrunmayee3108/airspace-monitoring-system Intelligent Airspace Monitoring	14	Experimental	—	Jupyter Notebook
22	SalimTag/firedetection 🔥 AI-powered wildfire detection system using YOLOv8 \| FastAPI + React +...	11	Experimental	—	TypeScript
23	thilak-r/Forest-fire-detection-using-YOLOv8 A real-time deep learning system powered by YOLOv8 for accurate fire and...	11	Experimental	6	Jupyter Notebook

Comparisons in this category

yolov5-fire-detection and fire-detection-from-images (42 vs 41) yolov5-fire-detection and yolov5-fire-smoke-detect (42 vs 33)