Minimum working example to replicate results of "Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation"
Important files in this repository:
training.ipynb: For training models to predict on each area
dieback.ipnyb: To replicate results of crown matching and vegetation index-based dieback estimation
env.txt: Rough list of commands to replicate conda environment. Some of these are run with root permissions so please read them before you run them and make your own decision.
You can find the data models intermediate results for download at 10.5281/zenodo.10646992.