Martin NguyenJeff Huang
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Fire Alarm 201

Fire Alarm 201 is the revolutionary fire alarm system that distinguish between emergencies and false alarms caused by pranks or accidents

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Fire Alarm 201

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Code

Fire Alarm 201

C/C++
#include <opencv2/opencv.hpp>
#include <iostream>

int main() {
    // Simulated sensor data (you should replace this with real sensor data)
    double smokeLevel = 0.2;
    double heatLevel = 0.8;

    // Extract relevant features (simplified for demonstration)
    cv::Mat features(1, 2, CV_64F);
    features.at<double>(0, 0) = smokeLevel;
    features.at<double>(0, 1) = heatLevel;

    // Load your pre-trained machine learning model (e.g., SVM or Random Forest)
    cv::Ptr<cv::ml::SVM> svm = cv::ml::SVM::load("your_model.xml"); // Replace with your model file

    // Perform prediction
    float prediction = svm->predict(features);

    // Interpret prediction result
    if (prediction == 1) {
        std::cout << "Fire detected! Activate the alarm." << std::endl;
        // Trigger the alarm here
    } else {
        std::cout << "False alarm. No action required." << std::endl;
    }

    return 0;
}

Credits

Martin Nguyen
1 project • 0 followers
Jeff Huang
1 project • 0 followers

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Related channels and tags
  • Fire & Pyrotechnics
  • Fire & Pyrotechnics