gengyanlei/fire-smoke-detect-yolov4

fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测

Language: Jupyter Notebook - Size: 31.5 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 1,336 - Forks: 307

tobybreckon/fire-detection-cnn

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

Language: Python - Size: 3.44 MB - Last synced at: 20 days ago - Pushed at: almost 4 years ago - Stars: 551 - Forks: 173

robmarkcole/fire-detection-from-images

Detect fire in images using neural nets

Language: Jupyter Notebook - Size: 132 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 417 - Forks: 78

spacewalk01/yolov5-fire-detection

Training YOLOv5/YOLOv9 to detect fire in a video

Language: Jupyter Notebook - Size: 46.3 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 263 - Forks: 73

gaiasd/DFireDataset

D-Fire: an image data set for fire and smoke detection.

Language: Python - Size: 63.5 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 250 - Forks: 31

sukhitashvili/violence-detection

Deep learning based algorithm which is capable of detecting violence in indoor or outdoor environments: fight, fire or car crash and even more

Language: Jupyter Notebook - Size: 46.2 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 73 - Forks: 24

pedbrgs/Fire-Detection

Fire and smoke detection using spatial and temporal patterns.

Language: Python - Size: 6.97 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 57 - Forks: 8

noorkhokhar99/Fire-Detection-using-YOLOv8

Fire-Detection-using-YOLOv8

Language: Python - Size: 24.8 MB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 45 - Forks: 7

atulyakumar97/fire-and-gun-detection

Fire and Gun detection using yolov3 in videos as well as images. Training code, dataset and trained weight file available.

Language: Python - Size: 25.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 13

securade/hub

Securade.ai HUB - A generative AI based edge platform for computer vision that connects to existing CCTV cameras and makes them smart.

Language: Python - Size: 211 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 43 - Forks: 8

NeelBhowmik/efficient-compact-fire-detection-cnn

Real-time fire detection in image/video/webcam using a convolutional neural network (deep learning) - from our ICMLA 2020 paper (Thomson / Bhowmik / Breckon)

Language: Python - Size: 429 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 40 - Forks: 11

tomasz-lewicki/fire-detect-nn

Wildfire Detection with Deep Neural Networks

Language: Jupyter Notebook - Size: 61.1 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 12

bubblebeam/Inferno-Realtime-Fire-detection-using-CNNs

FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 37 - Forks: 14

siddhesh-vartak98/Fire-Detection-Using-Infrared-Images

This is my final year project on fire detection using infra-red technology, Which include real time detection and record video detection create fire alert for the safety.

Language: C# - Size: 8.07 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 29 - Forks: 3

RichardoMrMu/yolov5-fire-smoke-detect

This is a c++ implement of yolov5 and fire/smoke detect.

Language: C++ - Size: 4.64 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 4

AlimTleuliyev/wildfire-detection

This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.

Language: Python - Size: 402 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 14

bharatc9530/weapon-detection

Pistol, Rifle, and Fire detection using yolov4-tiny in videos as well as images. Training code, dataset, and trained weight file available.

Language: Jupyter Notebook - Size: 38.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 9

TCHsieh/EarlyFireDetection

Language: C++ - Size: 14.3 MB - Last synced at: about 2 years ago - Pushed at: about 10 years ago - Stars: 14 - Forks: 13

roshankoirala/Fire_Detection_Model

A CNN based fire detection model using TensorFlow (Keras) and transfer learning. Includes a Python script to scrap image data from the web.

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 4

czaloumi/fire-risk-analysis

Machine Learning in Python to assess fire risk in satellite imagery and environmental conditions.

Language: Jupyter Notebook - Size: 57.9 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 6

AntroSafin/Fire_Detection_YoloV5

This is the YoloV5 fire detection application.

Language: Python - Size: 54.9 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

wanbin-song/FireDetectionYOLOv2

Real-time Fire Detection for CCTV surveillance system using Deep Learning YOLOv2

Language: MATLAB - Size: 15.1 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 8

Omareeo/Real-Time-Fire-Detection-Flask-App-Using-YOLOv8

Real-time Fire Detection using YOLOv8

Language: HTML - Size: 19.3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1

gagan1411/Fire-Detection-using-HAAR-Cascade-Classifier-in-OpenCV

Python and Arduino code for Fire Detection using HAAR Cascade and Alert System

Language: C++ - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 9

sunnyiisc/Fire-Detection-from-FLAME-Dataset

Deep Learning model implementation for Fire detection both classification and segmentation from the FLAME dataset.

Language: Python - Size: 20.5 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

ytl0623/yolov8-fire-car-and-smoke-detection

Deep Learning-Based Fire Vehicle Detection and Real-Time Warning System 基於深度學習的火災車輛偵測及即時預警系統

Language: Python - Size: 237 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

Rad-hi/Fuzzy_Fire_Detection

Remote areas monitoring IoT node: ULP (Energy-harvesting powered) fire detection & alarming system using Fuzzy logic with an edge computing approach for daily temperature logging.

Language: C++ - Size: 1.08 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 3

lidorshimoni/Fire-Fighting-Robot-using-ROS- Fork of or-tal-robotics/SLAM

Robot that explores a building while mapping and detecting fire hazards and survivors

Language: Python - Size: 34.7 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

aminakbari7/fire_detection_yolov8

Language: Python - Size: 5.27 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

Nexdata-AI/895-Fire-Videos-Data

Fire Videos Dataset

Size: 7.12 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

kby-ai/Fire-Smoke-Detection-Docker

fire detection, smoke detection, object tracking, classification, object detection, fire protection,

Language: Python - Size: 102 MB - Last synced at: 5 days ago - Pushed at: 9 days ago - Stars: 2 - Forks: 2

Akshint0407/Automatic-Fire-Fighting-Robot

Introducing the Firefighting Robot – a smart solution for fire detection and suppression. It autonomously detects flames, navigates obstacles, and activates a water pump for effective fire control. Ideal for enhancing safety in hazardous environments.

Language: C++ - Size: 94.7 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

ManINeedToSleep/Dynasty-Defense-Security

Dynasty Defense Alarm System: A robust security solution featuring multi-floor sensor monitoring, secure access control, and real-time notifications for comprehensive fire, smoke, and heat detection in enclosed structures.

Language: JavaScript - Size: 1.27 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

SUBHADIPMAITI-DEV/Automatic-Fire-Detector-and-Extinguisher

This project involves developing an Automatic Fire Detection and Extinguishing system using C++ in the Arduino IDE. It aims to mitigate risks to human lives and minimize property damage by providing continuous surveillance and executing rapid, autonomous actions upon detecting a fire.

Language: C++ - Size: 11.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 1

saptajitbanerjee/Robotic-Car-for-Fire-Detection

In this project, we developed a Raspberry Pi-based robotic car equipped with a Pi Camera for fire detection as well as for live video feed. The car can be controlled remotely by the user through WiFi. Additionally, it gathers temperature and humidity data, sending it to a Google spreadsheet hosted in Google Drive for storage and analysis.

Language: Python - Size: 1.6 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

tibroc/floodfill

This is an implementation of the floodfill algorithm for fire event detection as described in Archibald & Roy 2009. For docs see:

Language: Python - Size: 6.01 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

harshit2490/Fire-Detection-using-ML-Algorithms

𝗙𝗶𝗿𝗲 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻🔥using Machine Learning Algorithm with python🐍, GoogleColab & database taken from 𝗨𝗖𝗜 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝗽𝗼𝘀𝗶𝘁𝗼𝗿𝘆

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 3

jesus3476/Fire-Detection-Siglip2

Fire-Detection-Siglip2 is an image classification vision-language encoder model fine-tuned from google/siglip2-base-patch16-224 for a single-label classification task. It is designed to detect fire, smoke, or normal conditions using the SiglipForImageClassification architecture.

Language: Python - Size: 11.7 KB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 1 - Forks: 0

PRITHIVSAKTHIUR/Fire-Detection-Siglip2

Fire-Detection-Siglip2 is an image classification vision-language encoder model fine-tuned from google/siglip2-base-patch16-224 for a single-label classification task. It is designed to detect fire, smoke, or normal conditions using the SiglipForImageClassification architecture.

Language: Python - Size: 11.7 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 1 - Forks: 0

mjospovich/Fire-Detection-in-Mediterranean-Olive-Groves-YOLOv8

Final work featuring data collection, training and testing of YOLOv8 fire detection model and its deployment using Streamlit

Language: Python - Size: 107 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Anas436/Wildfire-Detection-App

This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.

Language: Python - Size: 402 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

SyedZakirHossain/Fire-detection-with-AI-and-instant-multi-functional-response-system.

Fire detection with AI and instant multi-functional response system.

Language: Python - Size: 6.79 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

itcentralng/fire-detector

Fire Detection System Using Gas and Temperature Sensors

Language: Python - Size: 267 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 2

coreOf/fire-detection-using-satellite-imagery

Fire detection using satellite imagery, project for Digital image processing and analysis course @ University of Zagreb, Faculty of Electrical Engineering and Computing

Language: Python - Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

leomollmann/russo-ukrainian-war

Data science applied in the war

Language: Jupyter Notebook - Size: 18.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

anshumagahlot22/Fire-Detection-System-

Fire Detection System using Python and OpenCV

Language: Python - Size: 6.13 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

alessandrolamberti/fire_detection

API endpoint which takes images as input, and tries to detect and classify the presence of smoke and fire

Language: Python - Size: 3.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

MikroElektronika/Flame_click

Library for PT334-6B

Language: C - Size: 361 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

VishalRMahajan/Fire-Detection-Using-Sensor

Fire Detection System using NodeMCU, DHT11, MQ2, and Flame Sensor with FastAPI & WebSocket

Language: HTML - Size: 6.84 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Ansubha2004/Fire-Detection-Robot

This prototype is presented at SIMULCRUM 2025, orgainised jointly by IEEE IAS Student Branch Chapter (EE) & IEI Students Chapter (EE), from Institute of Engineering and Management, Kolkata on 11th April, 2025

Language: C++ - Size: 912 KB - Last synced at: 11 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

ahanafabid01/Automated-Fire-Extinguishing-Robot-Car-

Automated Fire Extinguishing Robot This repository contains the code and design for the Automated Fire Extinguishing Robot (Car), a smart solution for detecting and extinguishing small-scale fires. The robot autonomously navigates towards the fire, extinguishes it, and continues scanning for additional fire sources to prevent potential accidents.

Size: 10.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

mertyenel/CNN-Based-Fire-Detection-System

This project uses Convolutional Neural Networks (CNNs) to detect fires in images.

Language: Python - Size: 7.12 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Nada-Abidii/Gas-and-fire-detection

This STM32-based system detects gas leaks (CO, CH4) and fire in real time, alerting users via LEDs, a buzzer, and an LCD. It was simulated in Proteus and developed in STM32CubeIDE.

Language: C - Size: 6.81 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

BIN-PDT/GUI_FIRE_DETECTION

GRADUATION INTERNSHIP PROJECT - A FIRE DETECTION GUI APPLICATION

Language: Python - Size: 42.4 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

audioclassify/CedarAlert

YOLOv9 object and fire detection for IP security cameras in Python3

Language: Python - Size: 780 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

LautaroLasorsa/CONAIISI-2023

Trabajo sobre detección de fuego con IA e IoT publicado en el CONAIISI 2023

Language: Jupyter Notebook - Size: 5.14 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Anarogk/FireWatch

real-time fire detection system using Rust on the STM32F407G-DISC1 microcontroller board, integrating temperature and smoke sensors (DHT22, MQ-2) to monitor environmental data in building spaces.

Language: Rust - Size: 11.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Nexdata-AI/14592-Videos-Fire-Data

14592-Videos-Fire-Data

Size: 1.95 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

TimTJoe/firespot

Track active fire around the world or Liberia, West Africa

Language: TypeScript - Size: 465 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

henokjackson/PoliceSight

PoliceSight is an open-source public monitoring system aimed to enhance the safety of the Indian pubic using NLP powered compliant detection system for twitter and Computer Vision assisted road accident detection and alerting.

Language: Python - Size: 680 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

moralesangel/fire-detection

This project will try to segment forest images taken by a drone, classifying each pixel by either forest or fire (segmentation technique)

Language: MATLAB - Size: 977 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

KelvinPuyam/Fire-Detection

This repository contains code for training and implementing a deep learning model for fire detection.

Language: Jupyter Notebook - Size: 2.88 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ayhameed/Fire-detection

Develop and optimize a high-accuracy wildfire detection model using low-resolution satellite imagery for early mitigation and improved response efforts, specifically designed for resource-constrained environments.

Language: Jupyter Notebook - Size: 207 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jaermis/FireAlert

An arduino project I made during my senior high school days that would detect flames of fire through an IR sensor and would text the owner upon detection as well as ring call the inputted number (could be fire station or still the owner's number)

Language: C++ - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

CFG-Official/MachineLearning

This repository contains the solution for the Fire Detection Competition, where participants develop machine learning models to detect fire in videos. The competition provides a dataset comprising video files with corresponding annotations for fire and smoke presence.

Language: Jupyter Notebook - Size: 67.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

darshit503/Fire_Alarm_using_audio-and--Video

An Fire Alarm System Detection with Video and audio Analysis to identify Fire in the residential or othert Areas

Language: Jupyter Notebook - Size: 4.98 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

vicnesterenko/fire-detection

fire detection scripts for master project

Language: MATLAB - Size: 2.57 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

irfanahmed444/fireDetectionAndExtinguising

Jetson AGX Orin and Yolov5 based fire detection, tracking, and extinguishing

Language: Python - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

shshojaei/fire-detection

Language: Jupyter Notebook - Size: 383 KB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AjNavneet/fire_detection_Image_Segmentation_with_Mask_RCNN

This repository contain implementation of Mask RCNN Model for image segmentation of fire based images for easy fire detection.

Language: Jupyter Notebook - Size: 90.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lily-osp/esp-sensor-monitor-mqtt

A Simple Example of Fuzzy Logic Implementation on a Microcontroller

Language: C++ - Size: 102 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Angon-pro/SPMU_Bachelor-degree-work_Thresholding

A thresholding algorithm realisation for thermogram analysis for the wildfires early detection system

Language: Java - Size: 10.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ytl0623/yolov7-fire-detection

Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

SayanSomya/Fire-and-Smoke-detection

Research Internship project under Assistant Prof. Manish Bhatt of IIT, Guwahati

Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

deepankarvarma/Fire-Detection--OpenCV-Keras-TensorFlow

This repository contains Python code for generating a fire detection model and utilizing it to detect fire from user-uploaded images. The model architecture consists of convolutional and pooling layers, followed by fully connected layers. The repository includes scripts for training the model and predicting fire from uploaded images.

Language: Python - Size: 5.43 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

OMEGAMAX10/Fire-Alarm-System

Fire alarm system that detects fire in a camera stream and sends alerts as notifications to the phones of the users that subscribed to this alerting service and are at most 2 km away from the fire.

Language: Java - Size: 19.4 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

SyedZakirHossain/Smoke

Generate image classifier

Size: 541 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

fatihilhan42/Fire-Detection-using-HAAR-Cascade-Classifier-in-OpenCV-main

It is the Fire detection project with Arduino of our Computer Vision work with Opencv. In this project, when fire detection was detected using Opencv intelligence libraries, the LED on the Arduino burned, the detection text was printed on the buzzer and LCD screen. I tried to explain the details of the project step by step below.

Language: C++ - Size: 10.7 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1