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

• UpdatedDec 3, 2022
• Jupyter Notebook

Detect fire in images using neural nets

• UpdatedJul 26, 2023
• Jupyter Notebook

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

• UpdatedFeb 13, 2023
• Python

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

• UpdatedFeb 25, 2025
• Python

An experimental repository to build ML models and perform efficient wildfire smoke detection.

• UpdatedDec 1, 2021
• Jupyter Notebook

Fire and smoke detection using spatial and temporal patterns.

• UpdatedSep 7, 2023
• Python

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

• UpdatedJul 7, 2023
• Jupyter Notebook

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

• UpdatedMay 4, 2021
• Jupyter Notebook

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

• UpdatedAug 15, 2023
• Python

Pipeline to train a multi-label smoke detection network. Code submission for the ProjectX 2020 machine learning competition.

• UpdatedJan 5, 2021
• Python

In this project, we will develop a system that monitors the temperature, humidity, smoke leakage, current voltage, and vibration of the server room via an Arduino IoT dashboard. In addition to attempting to detect and alert for Power Failure, Fire, Smoke, etc., this system will also integrate automation at the edge level for temperature control.

• UpdatedMay 18, 2023
• Dart

A descriptive and inferential statistical analysis from the Kaggle database on the data collected by an IoT smoke detection device. Machine learning techniques were also used to help build this smart device, increasing its accuracy.

• UpdatedJun 19, 2024
• Jupyter Notebook

• UpdatedMar 31, 2021
• Jupyter Notebook

A superset of various wildfire smoke datasets.

• UpdatedJan 23, 2022

🎥🌲🔥 Improving wildfire smoke detection models by creating virtual fine-tuning data in Unreal Engine.

• UpdatedJan 11, 2023
• Jupyter Notebook

Smoke Detection using Arduino UNO, MQ-2 sensor and Pico Buzzer.

• UpdatedSep 7, 2023
• C++

Nature inspired firefighter assistant by Unmanned Aerial Vehicle (UAV) data

• UpdatedDec 12, 2024
• MATLAB

Arduino-based smart home automation system or smart industry system that used a smoke sensor that can sense gas hazard gas and send feedback to the user or control room also adds a fire sensor that can sense fire in the home or industry and send message to the fire service department and save the home or office

• UpdatedNov 1, 2022
• C++

Project Recognizing Industrial Smoke Emissions

• UpdatedJul 1, 2022

A comparative analysis of traditional classification models (specifically Logistic Regression, K-Nearest Neighbours, Support Vector Classifier, Naïve-Bayes, eXtreme Gradient Boosting and Random Forest) for Smoke Detection dataset.

• UpdatedNov 14, 2022
• Jupyter Notebook