Forest Fire Prediction Using Machine Learning

Forest Fire Prediction Using Machine Learning

Shraddha Satish Gaikwad, Neha Popat Kamble , Dipti Balasheb Jagtap, Pradip Daivat Tikute

Computer Engineering, SVPM’s COE Malegaon, Baramati

1.Shrddhaga1899@gmail.com  2.jagtapdipti135@gmail.com

3.nehapopatkamble87@gmail.com 4.pradiptikute709@gmail.com

Abstract— Fire accidents are among the most frequent forms of mishaps that have a major impact on society. Significant loss of life and property has also occurred as a result of fire accidents. To minimize the loss of life and property in such accidents, an effective detection system is necessary. There are several similar systems in operation, but they are not nearly as efficient as is required. Therefore, we have proposed a new system that is a web application to detect fire. We are utilizing machine learning techniques to make it reliable and effective. The system includes brightness classification in addition to image processing and histogram-based segmentation. They're all made to increase precision while also making

Keywords: Machine Learning, KNN, Random Forest and Support Vector Machine