Tree crown prediction using deep learning retinanets

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  • License: MIT
  • Author: Ben Weinstein
  • Requires: Python >=3
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Project description

Deepforest

Full documentation

http://deepforest.readthedocs.io/en/latest/

Installation

#Install DeepForest
pip install DeepForest

#Install fork of the retinanet repo
pip install git+git://github.com/bw4sz/keras-retinanet.git

Or install the latest version from Github

git clone https://github.com/weecology/DeepForest.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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  • Requires: Python >=3

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2.0.0

2.0.0rc2 pre-release

1.5.2

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