Tree crown prediction using deep learning retinanets
Project description
Deepforest
Full documentation
http://deepforest.readthedocs.io/en/latest/
Installation
Compiled wheels have been made for linux, osx and windows
#Install DeepForest
pip install DeepForest
Or install the latest version from Github
git clone https://github.com/weecology/DeepForest-pytorch.git
conda env create --file=environment.yml
conda activate DeepForest
Get in touch
See the GitHub Repo to see the source code or submit issues and feature requests.
Citation
If you use this software in your research please cite it as:
Geographic Generalization in Airborne RGB Deep Learning Tree Detection Ben. G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White bioRxiv 790071; doi: https://doi.org/10.1101/790071
Acknowledgments
Development of this software was funded by the Gordon and Betty Moore Foundation's Data-Driven Discovery Initiative through Grant GBMF4563 to Ethan P. White.
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