static async void ExecuteDemo()
{
//Create/get an object detection workspace for the provided ownerId
ODMWorkspaceManager wm = ODMWorkspaceManager.Initialize(true,
DemoSettings.ownerId,
DemoSettings.storageName,
DemoSettings.storageKey,
DemoSettings.dbEndpoint,
DemoSettings.dbPrimaryKey,
DemoSettings.dbName,
DemoSettings.sourceSystem,
DemoSettings.cvKey,
DemoSettings.cvEndpoint,
DemoSettings.cvTrainingKey,
DemoSettings.cvTrainingEndpoint,
DemoSettings.cvPredectionKey,
DemoSettings.cvPredectionEndpoint);
Console.WriteLine($"Creating or getting existent workspace for user: ({DemoSettings.ownerId})");
var workspace = await wm.GetWorkspaceAsync(DemoSettings.ownerId, true);
Console.WriteLine($"*** Workspace created/retrieved successfully with id: ({workspace.id})");
Console.WriteLine("Staring to generate workspace files and regions locally and save them to the workspace");
var sampleData = GetSampleDate();
wm.AddTrainingFiles(sampleData);
Console.WriteLine("Preparing the workspace for training by uploading the data to custom vision");
//await wm.PrepareWorkspaceForTraining();
Console.WriteLine($"*** Data upload to custom vision finished successfully and project ready for training. New custom vision project id is {workspace.CustomVisionProjectId}");
Console.WriteLine("Starting the training process. This will end with a generated models uploaded to storage");
var isTrainingCompleted = await wm.TrainPreparedWorkspace();
Console.WriteLine("*** Training of model completed successfully. Model was also exported and saved to the storage");
Console.WriteLine("Getting the download links for the offline models: ONNX, CoreML and TensorFlow:");
string downloadModelUrl = wm.GetModelDownloadUri(OfflineModelType.CoreML);
Console.WriteLine($"CoreML Download Link: {downloadModelUrl}");
downloadModelUrl = wm.GetModelDownloadUri(OfflineModelType.TensorFlow);
Console.WriteLine($"TensorFlow Download Link: {downloadModelUrl}");
downloadModelUrl = wm.GetModelDownloadUri(OfflineModelType.ONNX);
Console.WriteLine($"ONNX Download Link: {downloadModelUrl}");
Console.WriteLine("****************************************");
Console.WriteLine("*** Test simulation completed successfully! ***");
}
public static async Task <ODMWorkspaceManager> SetWorkspaceManager(string ownerId, bool createIfNotFound)
{
var storageName = await GlobalSettings.GetKeyValue("storageName", false);
var storageKey = await GlobalSettings.GetKeyValue("storageKey", false);
var dbEndpoint = await GlobalSettings.GetKeyValue("dbEndpoint", false);
var dbPrimaryKey = await GlobalSettings.GetKeyValue("dbPrimaryKey", false);
var dbName = await GlobalSettings.GetKeyValue("dbName", false);
var sourceSystem = await GlobalSettings.GetKeyValue("sourceSystem", false);
var cvKey = await GlobalSettings.GetKeyValue("cvKey", false);
var cvEndpoint = await GlobalSettings.GetKeyValue("cvEndpoint", false);
var cvTrainingKey = await GlobalSettings.GetKeyValue("cvTrainingKey", false);
var cvTrainingEndpoint = await GlobalSettings.GetKeyValue("cvTrainingEndpoint", false);
var cvPredectionKey = await GlobalSettings.GetKeyValue("cvPredectionKey", false);
var cvPredectionEndpoint = await GlobalSettings.GetKeyValue("cvPredectionEndpoint", false);
return(ODMWorkspaceManager.Initialize(createIfNotFound, ownerId, storageName, storageKey, dbEndpoint, dbPrimaryKey, dbName, sourceSystem, cvKey, cvEndpoint, cvTrainingKey, cvTrainingEndpoint, cvPredectionKey, cvPredectionEndpoint));
}
