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)