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Add ResNetEncoder for FlexibleUNet #7570

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k-sukharev opened this issue Mar 24, 2024 · 0 comments · Fixed by #7571
Closed

Add ResNetEncoder for FlexibleUNet #7570

k-sukharev opened this issue Mar 24, 2024 · 0 comments · Fixed by #7571
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enhancement New feature or request Feature request

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@k-sukharev
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Is your feature request related to a problem? Please describe.
FlexibleUNet currently only supports EfficientNet backbones.

Describe the solution you'd like
Add ResNet backbones (with option to use pretrained Med3D weights) for FlexibleUNet.
@k-sukharev k-sukharev mentioned this issue Mar 24, 2024
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@KumoLiu KumoLiu added enhancement New feature or request Feature request labels Apr 17, 2024
KumoLiu added a commit that referenced this issue Apr 23, 2024
@k-sukharev @KumoLiu
Add ResNet backbones for FlexibleUNet (#7571)
dc58e5c 
Fixes #7570.

### Description

Add ResNet backbones (with option to use pretrained Med3D weights) for
FlexibleUNet.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [x] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [x] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [x] In-line docstrings updated.
- [x] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Konstantin Sukharev <[email protected]>
Co-authored-by: YunLiu <[email protected]>
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Add ResNet backbones for FlexibleUNet k-sukharev/MONAI
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@k-sukharev @KumoLiu