Train Random Forest on Copick Painted Segmentation Data

A solution that trains a Random Forest model using Copick painted segmentation data and exports the trained model.

Arguments

--copick_config_path

Path to the Copick configuration JSON file. (default value: PARAMETER_VALUE)

--painting_segmentation_name

Name for the painting segmentation. (default value: PARAMETER_VALUE)

--session_id

Session ID for the segmentation. (default value: PARAMETER_VALUE)

--user_id

User ID for segmentation creation. (default value: PARAMETER_VALUE)

--voxel_spacing

Voxel spacing used to scale pick locations. (default value: PARAMETER_VALUE)

--n_estimators

Number of trees in the Random Forest. (default value: PARAMETER_VALUE)

--model_output_path

Path for the output joblib file containing the trained Random Forest model (default value: PARAMETER_VALUE)

Please follow this link for details on how to install and run this solution.