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MIMIR-BIOMEDICAL
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mobile-unetplusplus-cac-scoring
Implementation of UNET++ for CAC Scoring using Tensorflow
MIT License
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Fix/85 remove binary segmentation as model output
#86
ditwrd
closed
1 year ago
0
Remove binary segmentation as model output
#85
ditwrd
closed
1 year ago
0
Postprocessing: Connected Component Labelling
#84
ditwrd
closed
1 year ago
0
Feat/82 add flood fill for segmentation data to get full segmentation rather than perimeter segmentation
#83
ditwrd
closed
1 year ago
0
Add flood fill for segmentation data to get full segmentation rather than perimeter segmentation
#82
ditwrd
closed
1 year ago
0
Feat/80 add notebook to test model
#81
ditwrd
closed
1 year ago
0
Add notebook to test model
#80
ditwrd
closed
1 year ago
0
feat: added number of weights on metadata
#79
ditwrd
closed
1 year ago
0
Add model size to metadata
#78
ditwrd
closed
1 year ago
0
Feat/76 inverse bin segmentation on multi class
#77
ditwrd
closed
1 year ago
0
Fix issue due to noninversed binary segmentation used for multiclass segmentation
#76
ditwrd
closed
1 year ago
0
Feat/74 mixed precision to reduce gpu memory usage on training
#75
ditwrd
closed
1 year ago
0
Mixed precision to reduce gpu memory usage on training
#74
ditwrd
closed
1 year ago
0
feat: added non interactive dataset download for gcs-cli
#73
ditwrd
closed
1 year ago
0
Non interactive mode on gcs-cli + default
#72
ditwrd
closed
1 year ago
0
format code with black and isort
#71
deepsource-autofix[bot]
closed
1 year ago
0
fix: use 5 as default mobile config
#70
ditwrd
closed
1 year ago
0
Fix default mobile config number of class
#69
ditwrd
closed
1 year ago
0
fix: remove naming on base
#68
ditwrd
closed
1 year ago
0
Fix naming in model using non deepsupervision
#67
ditwrd
closed
1 year ago
0
dependencies: make it work with 3.8
#66
ditwrd
closed
1 year ago
0
Ensure dependencies can work with python 3.8
#65
ditwrd
closed
1 year ago
0
feat: added requirements.txt
#64
ditwrd
closed
1 year ago
0
Added requirements.txt from pyproject.toml
#63
ditwrd
closed
1 year ago
0
Feat/61 add gcloud script to upload and download processed dataset
#62
ditwrd
closed
1 year ago
0
Add gcloud script to upload and download processed dataset
#61
ditwrd
closed
1 year ago
0
fix: added missing null class to multiclass head
#60
ditwrd
closed
1 year ago
0
Add null class on multiclass segmentation on create_dataset func
#59
ditwrd
closed
1 year ago
0
Fix/57 fix tfrecords data loader for training
#58
ditwrd
closed
1 year ago
0
Fix tfrecords data loader for training
#57
ditwrd
closed
1 year ago
0
feat: added sharding and compression on tfrecord writer
#56
ditwrd
closed
1 year ago
0
Compress and shard tfrecord data
#55
ditwrd
closed
1 year ago
0
fix: fix logic for skippping calc and non calc patient
#54
ditwrd
closed
1 year ago
0
Fix tfrecord generation
#53
ditwrd
closed
1 year ago
0
Feat/51 model data interface with model
#52
ditwrd
closed
1 year ago
0
Model: Data interface with model
#51
ditwrd
closed
1 year ago
0
Refactor/49 refactor model builder
#50
ditwrd
closed
1 year ago
0
Refactor Model Builder
#49
ditwrd
closed
1 year ago
0
feat: Add builder function as interface
#48
ditwrd
closed
1 year ago
0
Remove redundant `None` default
#47
deepsource-autofix[bot]
closed
1 year ago
0
Move dictionary inserts to its definition
#46
deepsource-autofix[bot]
closed
1 year ago
0
Format code with black and isort
#45
deepsource-autofix[bot]
closed
1 year ago
0
ci: Add .deepsource.toml
#44
deepsource-autofix[bot]
closed
1 year ago
0
Refactor/41 refactor base model to be more universal
#43
ditwrd
closed
1 year ago
0
Create .github/dependabot.yml
#42
ditwrd
closed
1 year ago
0
Refactor base model to be more universal
#41
ditwrd
closed
1 year ago
0
feat: added multihead and fix activation on output layer
#40
ditwrd
closed
1 year ago
0
Builder for both UNet++ and MobileUNet++
#39
ditwrd
closed
1 year ago
0
Multihead UNet++
#38
ditwrd
closed
1 year ago
0
Feat/34 model mobile unet with multi head
#37
ditwrd
closed
1 year ago
0
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