This package provide essential tools for cutting rasters and their labels into smaller tiles, useful for machine learning tasks. Also provides datasets compatible with pytorch.
It is strongly advised to use this library on a Linux-based system.
First, install the following dependencies:
sudo apt update
sudo apt install -y build-essential ninja-build cmake python3-dev
Then, make sure you have Rust installed on your system (it is needed for point cloud processing libraries).
On linux, you can install it with:
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
source $HOME/.cargo/env
Finally, you can install the library with pip:
pip install git+https://github.com/hugobaudchon/geodataset.gitOr for a specific version:
pip install git+https://github.com/hugobaudchon/geodataset.git@v0.2.2Documentation can be found here: https://hugobaudchon.github.io/geodataset/
This project is licensed under the MIT License - see the LICENSE.md file for details.