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