【OpenCV】使用Python和OpenCV实现火焰检测

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已于 2025-01-06 16:38:07 修改

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分类专栏：计算机视觉文章标签： opencv python 人工智能计算机视觉

于 2025-01-02 10:39:37 首次发布

本文链接：https://blog.youkuaiyun.com/old_power/article/details/144878746

1、项目源码和结构（转）

https://github.com/mushfiq1998/fire-detection-python-opencv

2、运行环境

# 安装playsound：用于播放报警声音

pip install playsound

# 安装opencv-python：cv2用于图像和视频处理，特别是用于检测火灾

pip install opencv-python

3、 fireDetection.py

import cv2         # Library for openCV
import threading   # Library for threading -- which allows code to run in backend
import playsound   # Library for alarm sound
import smtplib     # Library for email sending

# To access xml file which includes positive and negative images of fire. 
# (Trained images) File is also provided with the code.
fire_cascade = cv2.CascadeClassifier('fire_detection_cascade_model.xml')

# To start camera this com