Add DeepLearningUI extension

[mturja-vf-ic-bd]

New extension

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• Extension description summarizes in 1-2 sentences what the extension is usable (should be understandable for non-experts)
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• Extension icon URL is correct (do not use the icon's webpage but the raw data download URL that you get from the download button - it should look something like this: https://raw.githubusercontent.com/user/repo/main/SomeIcon.png)
• Screenshot URLs (screenshoturls) are correct, contains at least one
• Homepage URL points to valid webpage containing the following:
  • Extension name
  • Short description: 1-2 sentences, which summarizes what the extension is usable for
  • At least one nice, informative image, that illustrates what the extension can do. It may be a screenshot.
  • Description of contained modules: at one sentence for each module
  • Tutorial: step-by-step description of at least the most typical use case, include a few screenshots, provide download links to sample input data set
  • Publication: link to publication and/or to PubMed reference (if available)
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  • Content of submitted s4ext file is consistent with the top-level CMakeLists.txt file in the repository (description, URLs, dependencies, etc. are the same)

[pieper]

This is interesting and I'm glad you were able to implement it, but I have some questions that were unclear from the readme. First, how is one expected to generate the training data and why is it jpeg? Is there a repository of example training data? Second, how does on use the resulting model? Can you apply it to new data loaded in Slicer?

[mturja-vf-ic-bd]

This is interesting and I'm glad you were able to implement it, but I have some questions that were unclear from the readme. First, how is one expected to generate the training data and why is it jpeg? Is there a repository of example training data? Second, how does on use the resulting model? Can you apply it to new data loaded in Slicer?

Great questions. I am currently working on making the data generation process easier by designing another module that will be added to the same extension. The same goes for prediction. So There will be three modules in this extension: 1. Data preparation, 2. Training, 3. Testing. Among which only Training part is done.

[pieper]

Sounds good, looking forward to seeing it 👍

It probably makes sense to wait for the complete workflow before merging this and then posting on discourse with an example video or tutorial.

[mturja-vf-ic-bd]

@Connor-Bowley Will you have a look?

[Connor-Bowley]

Yes I will take a look at your extension.

[Connor-Bowley]

I have added some issues into your extensions git repo that should probably be addressed before merging this.

• Update module help text mturja-vf-ic-bd/SlicerDeepLearningUI#1
• Random Review questions: mturja-vf-ic-bd/SlicerDeepLearningUI#2
• Proper pip installs mturja-vf-ic-bd/SlicerDeepLearningUI#3
• Rename src/ folder to DeepLearnerLib or _DeepLearnerLib mturja-vf-ic-bd/SlicerDeepLearningUI#4

[jcfr]

@Connor-Bowley Thanks for the help reviewing 🙏

@mturja-vf-ic-bd After reviewing the suggestions linked above, let us know if you have any questions.

[mturja-vf-ic-bd]

@Connor-Bowley I have addressed your additional comments.

[Connor-Bowley]

@mturja-vf-ic-bd The extension is looking good. There are a few checkbox items you still need to address (e.g. the license)

[mturja-vf-ic-bd]

The checkbox items are addressed.

[Connor-Bowley]

The icon URL is incorrect. It should be https://raw.githubusercontent.com/mturja-vf-ic-bd/SlicerDeepLearningUI/main/DeepLearningUI.png

[Connor-Bowley]

Similarly the screenshot URL should be https://raw.githubusercontent.com/mturja-vf-ic-bd/SlicerDeepLearningUI/main/screenshot.png

One way to get the URL on Chrome is to go to the file in github, right-click on the image, and do "Open image in new tab". That should open the image where you can grab the correct link.

[jcfr]

Before we can more forward with the integration, I suggest you review and address the following issues:

• Add acknowledgement text mturja-vf-ic-bd/SlicerDeepLearningUI#6
• Fix Link in README mturja-vf-ic-bd/SlicerDeepLearningUI#7
• Output clarification mturja-vf-ic-bd/SlicerDeepLearningUI#8
• Update README Download module mturja-vf-ic-bd/SlicerDeepLearningUI#9
• Add icon different form the placeholder one mturja-vf-ic-bd/SlicerDeepLearningUI#29