forestfire
There are 0 repository under forestfire topic.
ltrr-arizona-edu / burnr
🔥 Forest fire history analysis in R.
Language:R 15osnaren / ForestFire
Forest Fire Prediction using Deep Learning
Language:HTML 1choudhury722k / Fire-Gaurd
Forest fire detection with STM32-F446RE with the use of RGB color values by the help of trained ML model
Language:C 0Midlandswim / FFM
Documentation for the Forest Fire Monitor
Language:C++ 0- Language:Java 0
rlaehddo / Forest_Fire
Linear Regression Models on Montesinho Forest Fire
Language:R 0Alexanderariza / REPOSITORY-whitebox-R
This repository is related to the R package for geospatial analysis, which is an R frontend of a stand-alone executable command-line program called WhiteboxTools.
Language:RIssamSisbane / forest-fire-simulation
Simple Forest Fire Simulation in Python.
Language:PythonMoozzart / Prediction-of-Forest-Fires-Smoke-Start-of-Fire-and-No-Fire-using-Transfer-Learned-Inception-V-3
Presently there is a huge need for us to predict forest fires, to curb them as soon as possible before it wreaks havoc as it has done several times between 2019-2021(and this pattern doesn't seem to end any soon). Keeping this in mind, I built a classifier using Inception V3 model that'd predict the possibility of forest fire or the start of it(smoke). Used the dataset composed of 800 forest fires, smoke and no fire images, I augmented it to make a dataset of 5794 images and then trained and validated through our model. The observed accuracy was 88.85 percent in training and 81.63 percent in validation. Pretty Neat!
Language:Jupyter Notebook
