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New, flexible ShapeWorks project file format: New spreadsheet (XLSX) based project file format that can easily handle multiple shape modeling scenarios. It is now fully integrated in Studio. See the ellipsoid studio example for an example.
Exporting shape parameters: Added PCA Raw Component Score Export to Studio.
New Getting Started documentation: New Getting started documentation that goes over shape modeling workflow documentation, different ShapeWorks interfaces with a video illustration for Studio.
Lower memory footprint and faster optimization: ShapeWorks is now using OpenVDB, a more memory-efficient data structure, for signed distance transforms. Along with other refactoring and code optimizations, ShapeWorks now uses 85% less memory (from 57.09GB to 9.67GB in one use case). Additionally, the particles optimizer is now 2X faster.
Automated development builds: We now offer up-to-date development binary builds that track the master branch, available here. Please understand that these are in-progress development builds, not official releases.
Improvements
Improved scalability for Studio: Files now loaded on-demand as necessary.
Restructured datasets portal: Better and more consistent directory structure for use cases datasets. See datasets guidelines for more details. Visit our ShapeWorks Portal to register and download datasets to run use cases.
Lower memory footprint for estimating correspondences for new shapes on existing shape models: For <fixed_domains> usage, only distance transforms for the new shapes will be loaded.
Improved use case documentation: Better documentation for the RunUseCase input arguments.
Documentation for running existing shape models: Added instructions on how to load a pre-trained shape model without running the full pipeline.
Consistent cross-platform splitting direction: Correspondence point splits take a random direction, but are now consistent and repeatable across platforms for reproducible shape models.
Fixes
Mesh export in Studio: Changed exported meshes to be compatible with CloudCompare