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Modal app for training and inference of DeepForest models

Project description

PyPI version fury.io Documentation Status CI/CD pre-commit.ci status GitHub license

DeepForest modal app

Modal app for serverless DeepForest model inference, training/fine tuning of tree crown detection and species classification models.

See an example notebook showcasing the features using the TreeAI Database

comparison Example annotations from the TreeAI Database (left), predictions with the DeepForest pre-trained tree crown model (center) and with the fine-tuned model (right).

Installation

pip install deepforest-modal-app

Acknowledgements

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