Building Fire & Smoke Detection With Opencv, Keras, And Cnn free download.

Building Fire & Smoke Detection With Opencv, Keras, And Cnn free download

Academy Udemy

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Computer Science

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Uploader:

oblivion

Upload Date:

4/11/2024 7:23:43 PM

To download click on link in the Links Table below

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Published 4/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.37 GB | Duration: 2h 15m
Learn how to build fire and smoke detection systems using OpenCV, Keras, and Convolutional Neural Networks

What you'll 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 conduct performance testing on fire and smoke detection systems
Requirements
No previous experience in object detection is required
Basic knowledge in Python
Description

Overview
Section 1: Introduction
Lecture 1 Introduction to the Course
Lecture 2 Table of Contents
Lecture 3 Whom This Course is Intended for?
Section 2: Tools, IDE, and Datasets
Lecture 4 Tools, IDE, and Datasets
Section 3: Introduction to Fire & Smoke Detection Systems
Lecture 5 Introduction to Fire & Smoke Detection Systems
Section 4: How Fire & Smoke Detection Systems Work?
Lecture 6 How Fire & Smoke Detection Systems Work?
Section 5: Installing OpenCV, Numpy, and Keras
Lecture 7 Installing OpenCV, Numpy, and Keras
Section 6: Opening Webcam Using OpenCV
Lecture 8 Opening Webcam Using OpenCV
Section 7: Playing Video Using OpenCV
Lecture 9 Playing Video Using OpenCV

Section 9: Training Fire Detection Model with Keras & Convolutional Neural Network
Lecture 11 Training Fire Detection Model with Keras & Convolutional Neural Network
Section 10: Building Fire Detection System with OpenCV
Lecture 12 Building Fire Detection System with OpenCV
Section 11: Testing Fire Detection System
Lecture 13 Testing Fire Detection System

Section 13: Training Smoke Detection Model with Keras & Convolutional Neural Network
Lecture 15 Training Smoke Detection Model with Keras & Convolutional Neural Network
Section 14: Building Smoke Detection System with OpenCV
Lecture 16 Building Smoke Detection System with OpenCV
Section 15: Testing Smoke Detection System
Lecture 17 Testing Smoke Detection System
Section 16: Creating Alarm with gTTS
Lecture 18 Creating Alarm with gTTS
Section 17: Integrating Alarm to Fire Detection System
Lecture 19 Integrating Alarm to Fire Detection System
Section 18: Integrating Alarm to Smoke Detection System
Lecture 20 Integrating Alarm to Smoke Detection System
Section 19: Conclusion & Summary
Lecture 21 Conclusion & Summary

Links Table (Note: Download all parts and then extract file if below is multiple parts)

	Links	Download Link
3254256	Part	https://nitroflare.com/view/9DB782A354593C8/oatdm.Building.Fire..Smoke.Detection.With.Opencv.Keras.And.Cnn.part1.rar
3254257	Part	https://nitroflare.com/view/0656FD94D3DCFE5/oatdm.Building.Fire..Smoke.Detection.With.Opencv.Keras.And.Cnn.part2.rar

Tags: Building Detection Fire Keras Opencv Smoke

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