Post-Hurricane Damage Severity Classification from TLS and AI

Documentation for package ‘rTLsDeep’ version 0.0.5

confmatrix_treedamage	Confusion matrix
fit_dl_model	Fitting deep learning models for post-hurricane individual tree level damage classification
gcmplot	Plot confusion matrix
getMinBBox	Rotating calipers algorithm
getTLS2D	Grid snapshot
get_best_angle	Get best angle for plotting the tree
get_dl_model	Selecting deep learning modeling approaches
get_validation_classes	Tree-level damage classes for validation datasets
predict_treedamage	Predict post-hurricane individual tree level damage
rTLsDeep	rTLsDeep: Set of tools for post-hurricane individual tree-level damage classification from terrestrial laser scanning and deep learning.
tlsrotate3d	Rotate TLS-derived 3D Point Clouds