GitHub topics: wildfire-detection
uaanchorage/GSoC
Alaska Project Ideas, mentored by the researchers and collaborators of University of Alaska and supported by open-source entities and enthusiasts in Alaska.
Size: 968 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 54 - Forks: 12
ZephyrusBlaze/Wildfire-Detection
A Wildfire Detection System that integrates machine learning models with satellite imagery, camera feeds, and weather data to predict and detect wildfires effectively.
Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: 23 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0
MohammadrezaNarimaniUCDavis/GEE_Sentinel2_Wildfire_Monitoring
A concise Google Earth Engine toolkit for wildfire monitoring and detection using Sentinel-2 imagery, featuring false-color composites, data annotation, and deep learning readiness.
Language: JavaScript - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
jlbeidler/sf2py
python based tool for reconciling fire activity data sources into a single stream based on the smartfire 2 system
Language: Python - Size: 46.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
acceptableEngineering/nf-firebot
National Forest FireBot: a Python script that scrapes incidents for any National Forest using WildCAD's WildWeb or WildWeb-E feature, and reports them to a desired output. Optionally there is a self-service SMS gateway end users can leverage
Language: HTML - Size: 2.02 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0
EdoardoTosin/January-2025-Southern-California-Wildfires-Burn-Severity-Sentinel2
Scripts and data for analyzing burn severity of the January 2025 Southern California wildfires using Sentinel-2 satellite imagery. This project explores the use of the Differenced Normalized Burn Ratio (dNBR) and Relativized Burn Ratio (RBR) to classify burn severity, leveraging publicly available satellite data.
Language: HTML - Size: 29.6 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Projects-Developer/Forest-Fire-Using-Deep-Learning-with-Source-Code
Forest fires are a significant threat to the environment, wildlife, and human lives. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials
Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
earthtoolsmaker/pyronear-mlops
Machine Learning for Wildfire Detection - MLOps
Language: Python - Size: 1.39 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0
carsonSgit/wildfire-detection-mcgill
Utilizing Google Earth Engine and satellite imagery to identify wildfire occurrences.
Language: JavaScript - Size: 3.91 KB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0
yueureka/WildFireDetection
Using U-Net Model to Detect Wildfire from Satellite Imagery
Language: HTML - Size: 62.5 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 72 - Forks: 33
gurveervirk/wildfire-detection-in-satellite-image-ViT
Finetuned Google's ViT base for wildfire detection
Language: JavaScript - Size: 14.4 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 2
spaceml-org/pyrocast
End-to-end machine learning pipeline for the prediction of extreme and dangerous wildfires.
Language: Jupyter Notebook - Size: 255 KB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0
AlexandreBrown/WildfirePrediction
Canada Wildfire Prediction Using Deep Learning
Language: Jupyter Notebook - Size: 137 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0
BeppeMarnell/MSc-Thesis-Wildfire-prediction
Wildfire risk assessment using remote sensing data - Prediction of Wildfires
Language: Jupyter Notebook - Size: 80 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 6 - Forks: 1
Ghaith-Chrit/SOEN-471
The project aims to develop a robust model for classifying wildfire images from various angles. The primary objective is to empirically evaluate and compare the performance of different models in classifying images as containing fire or not.
Language: Jupyter Notebook - Size: 1.41 GB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
AlimTleuliyev/wildfire-detection
This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.
Language: Python - Size: 402 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 14
martinbatek/IC-UDA-Final-Project
Final Project for the Unstructured Data Analysis module in the MSc. Machine Learning and Data Science Course
Language: Jupyter Notebook - Size: 500 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
aryadpram/embersense
a low-maintancene, low-cost early wildfire detection system
Language: C++ - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Anas436/Wildfire-Detection-App
This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.
Language: Python - Size: 402 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
a3r0id/california-live-cams 📦
A collection of modules to programmatically search for/download imagery from live cam feeds across the state of California.
Language: Python - Size: 131 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
abg3/Smoke-Detection-using-Tensorflow-2.2
An experimental repository to build ML models and perform efficient wildfire smoke detection.
Language: Jupyter Notebook - Size: 445 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 16
gauravreddy08/Xtinguish
Xtinguish is an CNN Image Classfication model which helps in detecting and preventing Wildfires
Language: Jupyter Notebook - Size: 116 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
parkeraddison/smoke-and-mirrors
Improving wildfire smoke detection models by creating virtual fine-tuning data in Unreal Engine.
Language: Jupyter Notebook - Size: 2.07 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
DinisMartinho/YOLOv5s-Wildfire-Detection
● A YOLOv5s model that's able to detect wildfires implemented on a Google Colab Notebook.
Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
