MONAI

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**Describe the bug** In many modules of the code base, including the transforms and inferer, inline documentation claims the loaded volumetric images are of the format HWD (channel is added...

MMelQin

Allow `DataLoader` and `Dataset` to retain `Generic` features from torch

1

**Is your feature request related to a problem? Please describe.** I would like to be able to provide better type hints for my monai code. The `DataLoader` and `Dataset` classes...

stuartthomson

Deploy pipeline failed

1

https://github.com/Project-MONAI/MONAI/actions/runs/13106727685/job/36583873644 ``` Installing collected packages: triton, parameterized, packaging, coverage, torch Attempting uninstall: triton Found existing installation: triton 3.2.0 Uninstalling triton-3.2.0: Successfully uninstalled triton-3.2.0 Attempting uninstall: torch Found existing installation: torch...

KumoLiu

SwinUnet deprecation error and when correct TypeError over img_size

7

**Describe the bug** Img_size argument is required, but not allowed at the same time **To Reproduce** `print_config()` > MONAI version: 1.5.dev2450 > Numpy version: 1.26.4 > Pytorch version: 2.5.1 >...

joaomamede

**Describe the bug** I am trying to use the MONAI's Spleen CT Segmentation Bundle with the MONAI FL module, and errors appear for `monai>1.2.0`. (It worked for `1.2.0`, but error...

Zilinghan

**Is your feature request related to a problem? Please describe.** Often, when refactoring models and code, parameters become obsolete, or new ones are added. As MONAI tries to maintain backward...

johnzielke

**Describe the bug** OpenCV VideoCapture object deadlocks the data loader or throws different errors when multiple workers try to access the same video file. The current logic implemented in the...

JK-rez

Refactor perceptual loss so that it can be used offline (regardless of the network_type)

1

I am trying to instance perceptual loss in an environment where there would not be access to the internet. With torchvision models, I typically instance the network with pretrained =...

virginiafdez

API compatibility of DynUNet and MedNeXt in deep supervision mode

4

**Is your feature request related to a problem? Please describe.** If deep supervision is set to true the DynUNet model returns a tensor with the second dimension containing the upscaled...

elitap

Fixes #8315 ### Description If deep supervision is set to true the DynUNet model returns a tensor with the second dimension containing the upscaled intermediate outputs of the model, whereas...

elitap