DeepTrees software paper published in Journal of Open Source Software (JOSS)

Summary

DeepTrees is a Python package for tree crown segmentation and analysis in remote sensing imagery. It uses PyTorch for training and predicting on large-scale datasets. Designed for direct integration with geospatial workflows, DeepTrees provides data loaders, transforms, and utility functions, enabling efficient experimentation in tree crown segmentation and tree traits analysis.

Citation

Khan et al., (2025). DeepTrees: Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch. Journal of Open Source Software, 10(114), 8056, https://doi.org/10.21105/joss.08056