direct
direct copied to clipboard
Add new model vSHARP & CMR challenge along with 3D reconstruction code
- vSHARP Model: Supporting both 2D and 3D. (Details: vSHARP Paper)
- CMRxRecon Challenge Code: Includes necessary code and dataset for the CMRxRecon challenge. Learn more about the challenge here.
- 3D Reconstruction Experiments: Various additions, such as transforms, engine changes (e.g., visualization), and the addition of new metrics and losses.
- Cartesian Subsampling Masks: Similar to FastMRI but with a twist - selection of the number of center lines instead of center fractions for ACS.
- Project Organization: Introduces new project folders for vSHARP and the CMRxRecon challenge.
- Model Zoo for CMRxRecon Winning Solution
- Minor Code Quality Enhancements
Codecov Report
Attention: 137 lines
in your changes are missing coverage. Please review.
Comparison is base (
2a4c293
) 83.93% compared to head (174ed7d
) 84.48%.
Files | Patch % | Lines |
---|---|---|
direct/data/datasets.py | 79.59% | 30 Missing :warning: |
direct/nn/mri_models.py | 80.58% | 20 Missing :warning: |
direct/data/mri_transforms.py | 86.60% | 15 Missing :warning: |
direct/functionals/hfen.py | 81.08% | 14 Missing :warning: |
direct/data/h5_data.py | 14.28% | 12 Missing :warning: |
direct/engine.py | 25.00% | 12 Missing :warning: |
direct/nn/vsharp/vsharp.py | 92.40% | 12 Missing :warning: |
direct/common/subsample.py | 91.17% | 6 Missing :warning: |
direct/nn/conv/conv.py | 93.65% | 4 Missing :warning: |
direct/functionals/snr.py | 87.50% | 3 Missing :warning: |
... and 4 more |
Additional details and impacted files
@@ Coverage Diff @@
## main #254 +/- ##
==========================================
+ Coverage 83.93% 84.48% +0.55%
==========================================
Files 91 96 +5
Lines 6298 7316 +1018
==========================================
+ Hits 5286 6181 +895
- Misses 1012 1135 +123
:umbrella: View full report in Codecov by Sentry.
:loudspeaker: Have feedback on the report? Share it here.
Thank you for the PR. Check my comments.
All checked! I also added readmes for the two new projects.