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33## ShapeWorks 6.5.0 - 2024-03
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5+ ![ ] ( ../img/about/release6.5.png )
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57### What is new?
68 * ** ShapeWorks Back-end**
79 * DeepSSM variants and losses (TL network and other options) (#1881 )
1719 * Studio can now exclude subjects from grooming/optimization
1820 * Free form constraints can now be applied from one shape to another
1921 * Improved Brightness and Contrast control for slice viewer
20- * Cortical thickness values can be displayed as an inner contour for QA on slices #2177
22+ * Cortical thickness values can be displayed as an inner contour for QA on slices ( #2177 )
2123 * Network and SPM1D Analysis
2224 * DeepSSM Enhancements in Studio
2325 * Validation and Testing shapes/images are now held out from training grooming/optimization
2931 * macOS Silicon (arm64) support
3032
3133### Fixes
32- * Bug fix for very large covariance matrices (https://github.com/SCIInstitute/ShapeWorks/pull/ 2118
34+ * Bug fix for very large covariance matrices (# 2118 )
3335 * Fix windows python multiprocessing
34- * Fix bug when saving project after defining only 2 points of a plane (https://github.com/SCIInstitute/ShapeWorks/pull/ 2091 )
35- * Improved data augmentation API (https://github.com/SCIInstitute/ShapeWorks/issues/ 2072 )
36+ * Fix bug when saving project after defining only 2 points of a plane (# 2091 )
37+ * Improved data augmentation API (# 2072 )
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3739
3840## ShapeWorks 6.4.2 - 2023-07-05
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