Skip to content

weecology/EvergladesSpeciesModel

Repository files navigation

EvergladesSpeciesModel

A deepforest model for wading bird species prediction.

Environment

conda create --name EvergladesSpeciesModel python=3.8
conda activate EvergladesSpeciesModel
pip install DeepForest

Workflow

  1. This repo assumes that data has already been downloaded and cleaned from Zooniverse. If not please see here. This repo also assumes you have created a comet dashboard. Edit the workspace name here if needed. The script will look for comet authentication api_key locally, see non-interactive setup

  2. Create training and test data splits

python create_species_model.py
  1. Train a DeepForest Model
python everglades_species.py