BRAILS++: Building Regional Asset Inventories for Large Scale Simulation

What is it?
BRAILS++
is an object-oriented framework for building applications that focus on generating asset inventories for large geographic regions.
How is the repo laid out?
brails
: A directory containing the classes
brails/types
: directory containing useful datatypes, e.g., ImageSet
and AssetInventory
brails/processors
: directory containing classes that do image_processing
to make predictions, e.g. RoofShape
brails/scrapers
: directory containing classes that do internet downloads, e.g., footprint and image scrapers.
brails/filters
: directory containing image filters, e.g., classes that take images and revise or filter out unnecessary portions of images.
brails/imputers
: directory containing classes that fill in missing AssetInventory
datasets, i.e., filling in features that are missing in certain Assets of the AssetInventory.
brails/inferers
: directory containing classes that infer new asset features based on existing features in the Assets of AssetInventory
.
brails/utils
: directory containing misc classes that do useful things, e.g. geometric conversions
examples
: A directory containing example scripts and Jupyter notebooks
tests
: A directory containing unit tests. The directory structure follows that of brails
Quick Links
Installation instructions
pip install brails
Acknowledgments
This work is based on material supported by the National Science Foundation under grants CMMI 1612843 and CMMI 2131111.
Contributors
Want to see who made this possible? Check out the full list of contributors here.
Contact
NHERI-SimCenter nheri-simcenter@berkeley.edu