pyro-risks
by pyronear
Data science for wildfire risk forecasting and monitoring
AI summary
Forecaster
Provides machine learning-based wildfire forecasting capabilities
- stars
- 25
- forks
- 8
- watching
- 6
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Wildfire detector
A Python-based computer vision library for detecting wildfires using deep learning models.
Wildfire predictor
A multi-purpose dataset and code repository for training deep learning models to predict wildfire behavior in the Mediterranean region.
Wildfire forecasting tool
An open-source project that applies deep learning to forecast wildfire danger using earth observation data.
Wildfire data downloader
Downloads wildfire hotspots and associated data from NASA satellites
Wildfire detector
Develops machine learning models to automatically detect wildfires from images
Wildfire simulator
A simulation environment used to train reinforcement learning agents to fight wildfires.
Wildfire service
An open-source service providing wildfire predictions and support for decision-making in prevention, preparedness, response, and recovery.
uber/orbit1.9K
Time series forecaster
A Python package for Bayesian time series forecasting and inference with probabilistic programming languages under the hood.
Wildfire simulator
A simulation tool for modeling wildland fire spread, using C++ and Python
Wildfire image classification
Developing machine learning models to classify and segment aerial images of wildfires for unmanned aerial vehicle (UAV) applications.
Atmospheric predictor
An implementation of a machine learning model for predicting atmospheric variables
pyro-ppl/numpyro2.3K
Probabilistic Programming Library
A lightweight probabilistic programming library built on top of JAX and NumPy.
Fire analyzer
A tool for classifying fire events from satellite data
Hazard classifier
An application that provides hazard level classification and risk management advice for disaster projects worldwide.
Evacuation simulator
An environment for simulating wildfire evacuation through reinforcement learning and grid-based navigation.
Featured in 1 awesome list
Each link jumps to the spot where the list mentions pyro-risks.
