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Deploy App SDK

  • INTRODUCTION
  • GETTING STARTED
  • DEVELOPING WITH SDK
  • MODULES APIS
  • SUBMIT ISSUE
  • Installing App SDK
  • Tutorials
    • 1) Creating a simple image processing app
      • Creating a Simple Image Processing App with MONAI Deploy App SDK
    • 2) Creating MedNIST Classifier app
      • Deploying a MedNIST Classifier App with MONAI Deploy App SDK
      • Deploying a MedNIST Classifier App with MONAI Deploy App SDK (Prebuilt Model)
    • 3) Creating a Segmentation app
      • Creating a Segmentation App with MONAI Deploy App SDK
    • 4) Deploying Segmentation app with MONAI Inference Service (MIS)
      • Deploying Segmentation App with MONAI Inference Service (MIS)
    • 5) Building and deploying Segmentation app with MONAI Inference Service (MIS)
      • Full Tutorial Building and Deploying Segmentation App with MONAI Inference Service (MIS)
  • Examples
On this page
  • Setup
  • Executing from Jupyter Notebook

5) Building and deploying Segmentation app with MONAI Inference Service (MIS)¶

Setup¶

The environment from the previous section (Creating a Segmentation app) is required to run this example.

Executing from Jupyter Notebook¶

  • Full Tutorial Building and Deploying Segmentation App with MONAI Inference Service (MIS)
    • Creating Operators and connecting them in Application class
      • Setup environment
      • Download/Extract ai_spleen_seg_data from Google Drive
      • Setup imports
      • Creating Model Specific Inference Operator classes
        • SpleenSegOperator
      • Creating Application class
    • Executing app locally
      • spleen_seg_operator.py
      • app.py
      • __main__.py
    • Packaging app
    • Executing packaged app locally
    • Exporting Application and Package Manifest Files
    • Deploying MONAI Inference Service (MIS)
      • Inferencing Segmentation AI with MIS

Download 05_full_tutorial.ipynb

Deploying Segmentation App with MONAI Inference Service (MIS) Full Tutorial Building and Deploying Segmentation App with MONAI Inference Service (MIS)

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