cosmiq/cw-tiler

cw-tiler built for tiling large geotiffs for SpaceNet

This repository is no longer being updated.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.

CosmiQ Works Dataset Tiling Tools

• Installation Instructions
• API Documentation
• Dependencies
• License
• Download Instructions

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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.

Installation Instructions

Several packages require binaries to be installed before pip installing the other packages. Conda is a simple way to install everything and their dependencies:

Conda

note: This functionality is not ready as of 12.11.18. Check back soon.

conda install -c conda-forge cw-tiler

pip

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

API Documentation

See the readthedocs page.

Dependencies

All dependencies can be found in the docker file Dockerfile or environment.yml

License

See LICENSE.

SpaceNet Dataset Download Instructions

Further download instructions for the SpaceNet Dataset can be found here.