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Issues: microsoft/InnerEye-DeepLearning
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Can we reduce memory consumption by storing segmentation labels as class indices, not one-hot?
#338
opened Dec 10, 2020 by
ant0nsc
updated Apr 9, 2021
Check if AzureML's compute target "local" works
workflow
Improvements to workflows (recovery, speed)
#349
opened Jan 4, 2021 by
ant0nsc
updated Apr 9, 2021
Clean up the logic behind minimum image size and padding for segmentation models
#343
opened Dec 21, 2020 by
ant0nsc
updated Apr 9, 2021
Disentangle metrics reporting for ensemble runs
reporting and diagnostics
Improvements to diagnostics and reporting
#329
opened Nov 25, 2020 by
ant0nsc
updated Apr 9, 2021
Model comparision should report what datasets are used for comparision
reporting and diagnostics
Improvements to diagnostics and reporting
#359
opened Jan 13, 2021 by
javier-alvarez
updated Apr 9, 2021
Add test coverage for in-situ cross validation with multiple GPUs
architecture
Anything around possible extensions or re-structuring of code
#376
opened Jan 28, 2021 by
ant0nsc
updated Apr 9, 2021
Better diagnostics: Regression error plots
feature parity
Reach feature parity with code before Lightning move
not urgent
Not needed for current work
reporting and diagnostics
Improvements to diagnostics and reporting
Try to increase crop size for Prostate and H&N model
#387
opened Feb 3, 2021 by
ant0nsc
updated Apr 9, 2021
Store number of trainable parameters in config for later use
architecture
Anything around possible extensions or re-structuring of code
#165
opened Aug 7, 2020 by
ant0nsc
updated Apr 9, 2021
Modify package such that scripts are available as commandline tools
#18
opened Jun 11, 2020 by
ant0nsc
updated Apr 9, 2021
For segmentation models, adapt crop_size, inference_crop_size and stride automatically based on the GPUs available.
#207
opened Sep 9, 2020 by
javier-alvarez
updated Apr 9, 2021
Make HDF5 codepaths consistent across segmentation and classification
architecture
Anything around possible extensions or re-structuring of code
#298
opened Oct 26, 2020 by
ant0nsc
updated Apr 9, 2021
Create a small public example repository for use via submodules
#237
opened Sep 22, 2020 by
ant0nsc
updated Apr 9, 2021
Add vulture to find dead code in the PR checks
#434
opened Apr 13, 2021 by
javier-alvarez
updated Apr 13, 2021
Can we retire the
restrict_subjects flag and replace with PL's debug flags?
#448
opened Apr 29, 2021 by
ant0nsc
updated Apr 29, 2021
Refactor the data loaders in the InnerEye ScalarModel to enable re-use
#461
opened May 19, 2021 by
ant0nsc
updated May 19, 2021
Design a generic way of model comparison also for container models
#487
opened Jun 9, 2021 by
ant0nsc
updated Jun 9, 2021
Model baseline comparison log name and dataset
#507
opened Jun 23, 2021 by
JonathanTripp
updated Jun 23, 2021
Comparing Jupyter Notebooks (during testing)
#514
opened Jun 28, 2021 by
dumbledad
updated Jun 28, 2021
Run recovery for hyperdrive runs does not work
#538
opened Jul 13, 2021 by
ant0nsc
updated Jul 13, 2021
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