Fire Net: A Deep Learning-Based CNN Model for Wildfire Detection Using Satellite Images

Y, Peer M A and E, Jones and B, Sundar and C, Vishnu (2025) Fire Net: A Deep Learning-Based CNN Model for Wildfire Detection Using Satellite Images. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part I.

[thumbnail of 79432.pdf] PDF
79432.pdf

Download (354kB)

Abstract

This project delivers an efficient and reliable approach for detecting wildfires using Satellite Imagery. The model is build using CONVOLUTIONAL NEURAL NETWORK that automatically classifies satellite images as either wildfire detected or normal region. The FireNet model is completely built from scra

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:17
Last Modified: 16 Apr 2026 15:58
URI: http://eprints.eai.eu/id/eprint/60078

Actions (login required)

View Item
View Item