Med3pa documentation

Installation Guide

  • Installation Guide

Subpackages

  • datasets subpackage
  • models subpackage
  • detectron subpackage
  • med3pa subpackage

Tutorials

  • Working with datasets subpackage
  • Working with the Models Subpackage
  • Working with the Detectron Subpackage
  • Working with the med3pa Subpackage
Med3pa documentation
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Tutorials

  • Working with datasets subpackage
    • Using the DatasetsManager class
      • Step 1: Importing the DatasetsManager
      • Step 2: Creating an Instance of DatasetsManager
      • Step 3: Loading Datasets
      • Step 4: Ensuring Feature Consistency
      • Step 5: Retrieving Data
      • Step 6: Getting a Summary
      • Step 7: Saving and Resetting Datasets
      • Summary of Outputs
    • Using the MaskedDataset Class
      • Step 1: Importing Necessary Modules
      • Step 2: Loading Data with DatasetsManager
      • Step 3: Performing Operations on MaskedDataset
  • Working with the Models Subpackage
    • Using the ModelFactory Class
      • Step 1: Importing Necessary Modules
      • Step 2: Creating an Instance of ModelFactory
      • Step 3: Discovering Supported Models
      • Step 4: Specifying and Creating a Model
      • Step 5: Loading a Model from a Serialized State
    • Using the Model Class
      • Step 1: Training the Model
      • Step 2: Predicting Using the Trained Model
      • Step 3: Evaluating the Model
      • Step 4: Retrieving Model Information
      • Step 5: Saving Model Information
  • Working with the Detectron Subpackage
    • Step 1: Setting up the Datasets
    • Step 2: Configuring the Model
    • Step 3: Running the Detectron Experiment
    • Step 4: Analyzing the Results
    • Step 5: Saving the Results
  • Working with the med3pa Subpackage
    • Running the MED3pa Experiment
      • Step 1: Setting up the Datasets
      • Step 2: Configuring the Model
      • Step 3: Running the med3pa Experiment
      • Step 4: Analyzing and Saving the Results
    • Running the MED3pa and Detectron Experiment
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