/// <summary>
/// Initialize Model from preloaded Data
/// </summary>
/// <param name="token"></param>
/// <returns></returns>
public void InitializeModel()
{
if (string.IsNullOrWhiteSpace(_trainingKey))
{
throw new Exception("Call SetTrainingKey before training the Model");
}
var trainingCredentials = new TrainingApiCredentials(_trainingKey);
TrainingApi = new TrainingApi(trainingCredentials);
// Check if project already exists
var projects = TrainingApi.GetProjects();
var duplicate = projects.FirstOrDefault(p => p.Name == _projectName);
if (duplicate != null)
{
TrainingApi.DeleteProject(duplicate.Id);
}
// Create a new CV Project
var project = TrainingApi.CreateProject(_projectName);
// Save Project Guid
ProjectGuid = project.Id;
// Retrieve Model Initialization Data from Folder "Training"
var trainings = RetrieveTrainings();
TrainModel(ref project, trainings);
}