smoke-detection 开源项目推荐（101 个）

gengyanlei /fire-smoke-detect-yolov4

fire-smoke-detect-yolov4-yolov5 与 fire-smoke-detection-dataset 火灾检测、烟雾检测

gaia-solutions-on-demand /DFireDataset

D-Fire：用于火灾和烟雾检测的图像数据集。

robmarkcole /fire-detection-from-images

利用神经网络检测图像中的火灾

securade /hub

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

pedbrgs /Fire-Detection

Fire and smoke detection using spatial and temporal patterns.

abg3 /Smoke-Detection-using-Tensorflow-2.2

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

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

SayanSomya /Fire-and-Smoke-detection

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

PengBo0 /Home-fire-dataset

Dataset for Indoor Fire Detection

czaloumi /fire-risk-analysis

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

Project-X-UBC /smoke-detection-net

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

yasirutishan /ServerRoomMonitoringSystem

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.

ParsaVictor /FireGuuard_Fire_detection_smoke

🔥 Real-time fire & smoke detection for indoor CCTV — YOLO26 detector, hazard-state alerting, and instant email alarms. Full pipeline: dataset audit → training → TensorRT export → live inference.

Shayanthn /smoke-spark-fire-detection-ai

🔥 Real-time Fire & Smoke Detection using Computer Vision and AI | Advanced safety monitoring system with 96% accuracy | Modern UI | Open-source educational project

carolinaemanuele /Smoke-Detection-IoT-Kaggle

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.

kby-ai /Fire-Smoke-Detection-Docker

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

tisbuet /Real-time-distortion-classification-in-Laparoscopic-videos

该项目在 GitHub 上没有填写描述

7vik2005 /FireSense-AI

FireSense AI is a comprehensive fire and smoke detection platform built using YOLOv8, OpenCV, Flask, and Computer Vision. The system supports image analysis, video surveillance, live webcam monitoring, screenshot analytics, interactive dashboards, and real-time detection reporting.

MerttMetinn /fire-smoke-detection-yolov11

Real-time fire and smoke detection using YOLOv11 (Ultralytics) with webcam inference and training notebook.

Melihg0 /PyroSentryAI-Fire-Smoke-Detector

A smart video management system built with C# and WPF. It uses YOLOv8 to monitor IP cameras and detect fire or smoke in real time.