wildfire-detection

There are 20 repositories under wildfire-detection topic.

  • yueureka/WildFireDetection

    Using U-Net Model to Detect Wildfire from Satellite Imagery

    Language:HTML734133
  • Smoke-Detection-using-Tensorflow-2.2

    abg3/Smoke-Detection-using-Tensorflow-2.2

    An experimental repository to build ML models and perform efficient wildfire smoke detection.

    Language:Jupyter Notebook624221

  • 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:Python394127
  • GSoC

    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.

    25404

  • a3r0id/california-live-cams

    A collection of modules to programmatically search for/download imagery from live cam feeds across the state of California.

    Language:Python9101

  • spaceml-org/pyrocast

    End-to-end machine learning pipeline for the prediction of extreme and dangerous wildfires.

    Language:Jupyter Notebook9800

  • BeppeMarnell/MSc-Thesis-Wildfire-prediction

    Wildfire risk assessment using remote sensing data - Prediction of Wildfires

    Language:Jupyter Notebook7301

  • 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:HTML6250

  • carsonSgit/wildfire-detection-mcgill

    Utilizing Google Earth Engine and satellite imagery to identify wildfire occurrences.

    Language:JavaScript6100

  • gauravreddy08/Xtinguish

    Xtinguish is an CNN Image Classfication model which helps in detecting and preventing Wildfires

    Language:Jupyter Notebook6200

  • AlexandreBrown/WildfirePrediction

    Canada Wildfire Prediction Using Deep Learning

    Language:Jupyter Notebook4100
  • smoke-and-mirrors

    parkeraddison/smoke-and-mirrors

    🎥🌲🔥 Improving wildfire smoke detection models by creating virtual fine-tuning data in Unreal Engine.

    Language:Jupyter Notebook3200

  • 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:Python1401

  • gurveervirk/wildfire-detection-in-satellite-image-ViT

    Finetuned Google's ViT base for wildfire detection

    Language:JavaScript1102

  • TheStrange-007/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 Notebook1100

  • jlbeidler/sf2py

    python based tool for reconciling fire activity data sources into a single stream based on the smartfire 2 system

    Language:Python0100

  • SALMANHILI/fireguard

    This project empowers communities to actively monitor and report fires using technology and publicly available data. We enhance data accessibility for various stakeholders and focus on using data insights, particularly in understanding aerosol chemistry in different fire types, to predict and prevent wildfires effectively.

    Language:JavaScript0100

  • aryadpram/embersense

    a low-maintancene, low-cost early wildfire detection system

    Language:C++10

  • chrisZerv/Geospatial-Data-Automation

    Automated framework for retrieving and processing Sentinel-2 satellite imagery using the Sentinel Hub API. Focused on analyzing geospatial data, particularly SWIR composites, to visualize wildfire-affected areas and support environmental monitoring.

    Language:Python10

  • 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