Building Fire & Smoke Detection with OpenCV, Keras, and CNN
Learn how to build fire and smoke detection systems using OpenCV, Keras, and Convolutional Neural Networks
4.63 (20 reviews)
2,442
students
2.5 hours
content
Apr 2024
last update
$29.99
regular price
What you will learn
Learn how to build fire detection system using OpenCV
Learn how to train fire detection model using Keras and Convolutional Neural Network
Learn how to build smoke detection system using OpenCV
Learn how to train smoke detection system using Keras and Convolutional Neural Network
Learn how to create alarm using gTTS
Learn how to integrate alarm to fire & smoke detection systems and make it ring whenever fire or smoke is detected
Learn the basic fundamentals of fire and smoke detection system, such as getting to know its use cases, technical limitation, and technologies that will be used
Learn how fire and smoke detection systems work. This section will cover data collection, data preprocessing, model training, model deployment, output detection
Learn how to open webcam using OpenCV
Learn how to play video using OpenCV
Learn how to find and download fire and smoke dataset from Kaggle
Learn how to conduct performance testing on fire and smoke detection systems
Screenshots
5908472
udemy ID
4/4/2024
course created date
4/9/2024
course indexed date
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