Modal app for training and inference of DeepForest models
Project description
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
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
- A big thank you to Charles Frye and Thomas Capelle for helping me to get started with Modal.
- This package was created with the martibosch/cookiecutter-geopy-package project template.
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