Advanced Sensing in Image Processing and IoT

1 Machine Learning–Based Early Fire Detection System Using a Low-Cost Drone

DOI: 10.1201/9781003221333-1

Ays¸egül Yanık, Mertkan Yanık, Mehmet Serdar Güzel, and Gazi Erkan Bostancı

Contents

1.1 Introduction

1.1.1 Motivation

1.2 Materials and Methods

1.2.1 Software Design

1.3 Results

1.4 Conclusions

Acknowledgments

Conflicts of Interest

References

1.1 Introduction

The use of drones is becoming popular in many fields [3, 21, 27]. This chapter aims to bring a new and improved perspective based on visual indications relating to early detection systems for forest fires. At this time, when the number of systems [1] developed by utilizing unmanned aerial technology is increasing day by day, unmanned aerial vehicles can be used to achieve the ...