Method and system for establishing widely used two-dimensional to three-dimensional image model

A system for establishing a 2D-to-3D image model, comprising:

• a training unit, used to perform a 2D-to-3D image model training process through a training dataset with random optimization to obtain a plurality of candidate models;
• a testing unit, used to test the candidate models via a plurality of testing datasets to obtain a plurality of accuracy scores;
• a ranking unit, used to sort the accuracy scores of the candidate models according to each of the testing datasets to obtain a plurality of accuracy rankings for the candidate models corresponding to each of the testing datasets;
• a normalizing unit, used to normalize the accuracy rankings of the candidate models for each of the testing datasets to obtain a plurality of standardization indicators of the candidate models;
• a comprehensive calculation unit, used to perform a comprehensive calculation on the standardization indicators corresponding the testing datasets for each of the candidate models to obtain a total index score for each of the candidate models;
• and
• a selecting unit, used to select one from the candidate models according to the total index scores of the candidate models to obtain the 2D-to-3D image model.