This repository is no longer being updated. Future development of code tools for geospatial machine learning analysis will be done at https://github.com/cosmiq/solaris.
Modeled off of capabilities from rio-tiler and designed for use with SpaceNet datasets, this library provides code for tiling geospatial imagery datasets into manageable pieces.
Several packages require binaries to be installed before pip installing the other packages. Conda is a simple way to install everything and their dependencies:
note: This functionality is not ready as of 12.11.18. Check back soon.
conda install -c conda-forge cw-tiler
You may use pip to install this package; however, note that one of the dependencies, rtree, can require pre-installation of libspatialindex binaries. This can all be done by installing rtree using conda:
conda install -c conda-forge rtree
or by following the instructions for libspatialindex installation.
Once you have dependencies set up, install as usual using pip:
pip install cw-tiler
For bleeding-edge versions (use at your own risk), pip install from the dev branch of this repository:
pip install --upgrade git+https://github.com/CosmiQ/cw-tiler.git@dev
See the readthedocs page.
All dependencies can be found in the docker file Dockerfile or environment.yml
See LICENSE.
Further download instructions for the SpaceNet Dataset can be found here.