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

• UpdatedMay 9, 2025
• Jupyter Notebook

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)

• UpdatedJul 22, 2021
• Python

Detect fire in images using neural nets

• UpdatedJul 26, 2023
• Jupyter Notebook

Training YOLOv5/YOLOv9 to detect fire in a video

• UpdatedOct 21, 2024
• Jupyter Notebook

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

• UpdatedJun 23, 2025
• Python

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

• UpdatedJul 15, 2025
• Python

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

• UpdatedDec 31, 2024
• Jupyter Notebook

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

• UpdatedOct 15, 2020
• Python

Fire and smoke detection using spatial and temporal patterns.

• UpdatedJun 23, 2025
• Python

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

• UpdatedAug 15, 2023
• Python

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

• UpdatedMay 14, 2021
• Python

Fire-Detection-using-YOLOv8

• UpdatedFeb 2, 2023
• Python

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.

• UpdatedJun 27, 2020
• C#

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

• UpdatedMay 6, 2021
• Jupyter Notebook

Wildfire Detection with Deep Neural Networks

• UpdatedOct 3, 2023
• Jupyter Notebook

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

• UpdatedDec 15, 2021
• C++

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

• UpdatedDec 12, 2022
• Python

• UpdatedFeb 1, 2015
• C++

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

• UpdatedApr 30, 2022
• Jupyter Notebook

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

• UpdatedOct 15, 2020
• Jupyter Notebook