Paraglidable is an A.I.-based flying conditions forecasting program for paragliding.
You can find it live here: https://paraglidable.com
This repository contains:
- Scripts for setting and training the neural network, downloading +10 days forecasts data from third parties and running a prediction in
/neural_network/ - Program for generating the map tiles from a prediction in
/tiler/ - Complete web site in
/www/
The easiest way to start playing with Paraglidable is to use Docker. I will only provide support for this workflow. But you can also check the Dockerfile and install dependencies on your own.
The main dependencies are:
git clone https://github.com/AntoineMeler/Paraglidable.git
docker build -t paraglidable Paraglidable/docker/
docker run -it -p 8001:80 -p 8888:8888 -v $(pwd)/Paraglidable:/workspaces/Paraglidable paraglidable
cd /workspaces/Paraglidable/scripts/
python download_data.py # Download training weather and flights data (200MB)
python download_elevation_tiles.py # Download elevation data (260MB)
python download_background_tiles.py # Download background tiles (facultative) (180MB)
sh build_tiler.sh # Build the C++ tilerYou're all set!
/neural_network/train.pyrun a new training/neural_network/forecast.pyrun +10 days forecast and generate tiles/scripts/start_server.shstart Apache server to visualize the forecast on the local website
You can find the neural network description here: neural network documentation
Contributions on any subject are welcome by doing a pull request from a fork!
