A deepforest model for wading bird species prediction.
conda create --name EvergladesSpeciesModel python=3.8
conda activate EvergladesSpeciesModel
pip install DeepForest
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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
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Create training and test data splits
python create_species_model.py
- Train a DeepForest Model
python everglades_species.py