Release v0.4.0

[gigony]

What's new in 0.4.0

• New operator to automate inference with the newly introduced MONAI Bundle

MONAI Bundle Inference Operator

The new operator, MONAI Bundle Inference Operator, is intended to automate the inference with a MONAI Bundle in TorchScript with the following functionalities:

• Parse the model metadata and extra configuration data in the TorchScript file
• Instanciate MONAI transforms and inferer objects per bundle configuration data
• Convert input/output of the operator to and from model network input
• Support named model and can be used in a multi-model application

The example spleen segmentation application was accordingly updated to demonstrate the use of this new operator with the newly published Spleen CT Segmentation Bundle.

More details are in the tutorial.

What's fixed/updated

• [FEA] A generic operator to automate inference execution with a MONAI Bundle
• [FEA] Integrating Model Zoo and MMAR
• [FEA] Multi-model support in an application built with MONAI Deploy App SDK
• [DOC] Missing python dependencies for the segmentation app and the duplicate
• mednist_app:latest -- No module named 'nibabel'
• [DOC] Series Selector dictionary

Additional information

Please visit GETTING STARTED guide and follow the tutorials.

You can learn more about SDK usage through DEVELOPING WITH SDK.

Please let us know how you like it and what could be improved by submitting an issue or asking questions

[sonarqubecloud]

Kudos, SonarCloud Quality Gate passed!   

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[MMelQin]

I was actually just going through this and previous PR. #310 added the 06 MD file to main, and this one is adding again. It puzzled me.

Anyway, I think adding the missed md file to the v0.4 and v0.4.0 branch, then merging to main caused some issues, right?

[MMelQin]

06 MD file should have been, but missed when cutting the v0.4.0 branch, hence appearing here, otherwise, only the other three needs to be merged to main.