Update classification pipeline - Githubissues

stgl / pymccrgb

Multiscale curvature classification of point clouds with color features

https://pymccrgb.readthedocs.io

MIT License

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Update classification pipeline #22

Closed rmsare closed 4 years ago

rmsare commented 4 years ago

[x] Increase max_iter for convergence
[x] Reduce n_components for better memory usage
[x] Evaluate parameters on test dataset
[x] Refactor pipeline argument handling
[x] Improve memory usage by predicting on ground points only
[x] Parallelize prediction with joblib
~Evaluate tiling data or using dask-ml to parallelize prediction~