private IEnumerator Examples()
{
// Get all classifiers
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to get all classifiers");
if (!_visualRecognition.GetClassifiersBrief(OnGetClassifiers, OnFail))
{
Log.Debug("ExampleVisualRecognition.GetClassifiers()", "Failed to get all classifiers!");
}
while (!_getClassifiersTested)
{
yield return(null);
}
#if TRAIN_CLASSIFIER
// Train classifier
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to train classifier");
string positiveExamplesPath = Application.dataPath + "/Watson/Examples/ServiceExamples/TestData/visual-recognition-classifiers/giraffe_positive_examples.zip";
string negativeExamplesPath = Application.dataPath + "/Watson/Examples/ServiceExamples/TestData/visual-recognition-classifiers/negative_examples.zip";
Dictionary <string, string> positiveExamples = new Dictionary <string, string>();
positiveExamples.Add("giraffe", positiveExamplesPath);
if (!_visualRecognition.TrainClassifier(OnTrainClassifier, OnFail, "unity-test-classifier-example", positiveExamples, negativeExamplesPath))
{
Log.Debug("ExampleVisualRecognition.TrainClassifier()", "Failed to train classifier!");
}
while (!_trainClassifierTested)
{
yield return(null);
}
// Find classifier by ID
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to find classifier by ID");
if (!_visualRecognition.GetClassifier(OnGetClassifier, OnFail, _classifierID))
{
Log.Debug("ExampleVisualRecognition.GetClassifier()", "Failed to get classifier!");
}
while (!_getClassifierTested)
{
yield return(null);
}
#endif
// Classify get
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to get classify via URL");
if (!_visualRecognition.Classify(_imageURL, OnClassifyGet, OnFail))
{
Log.Debug("ExampleVisualRecognition.Classify()", "Classify image failed!");
}
while (!_classifyGetTested)
{
yield return(null);
}
// Classify post image
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to classify via image on file system");
string imagesPath = Application.dataPath + "/Watson/Examples/ServiceExamples/TestData/visual-recognition-classifiers/giraffe_to_classify.jpg";
string[] owners = { "IBM", "me" };
string[] classifierIDs = { "default", _classifierID };
if (!_visualRecognition.Classify(OnClassifyPost, OnFail, imagesPath, owners, classifierIDs, 0.5f))
{
Log.Debug("ExampleVisualRecognition.Classify()", "Classify image failed!");
}
while (!_classifyPostTested)
{
yield return(null);
}
// Detect faces get
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to detect faces via URL");
if (!_visualRecognition.DetectFaces(_imageURL, OnDetectFacesGet, OnFail))
{
Log.Debug("ExampleVisualRecognition.DetectFaces()", "Detect faces failed!");
}
while (!_detectFacesGetTested)
{
yield return(null);
}
// Detect faces post image
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to detect faces via image");
string faceExamplePath = Application.dataPath + "/Watson/Examples/ServiceExamples/TestData/visual-recognition-classifiers/obama.jpg";
if (!_visualRecognition.DetectFaces(OnDetectFacesPost, OnFail, faceExamplePath))
{
Log.Debug("ExampleVisualRecognition.DetectFaces()", "Detect faces failed!");
}
while (!_detectFacesPostTested)
{
yield return(null);
}
#if DELETE_TRAINED_CLASSIFIER
#region Delay
Runnable.Run(Delay(_delayTime));
while (_isWaitingForDelay)
{
yield return(null);
}
#endregion
// Delete classifier by ID
Log.Debug("ExampleVisualRecognition.Examples()", "Attempting to delete classifier");
if (!_visualRecognition.DeleteClassifier(OnDeleteClassifier, OnFail, _classifierToDelete))
{
Log.Debug("ExampleVisualRecognition.DeleteClassifier()", "Failed to delete classifier!");
}
while (!_deleteClassifierTested)
{
yield return(null);
}
#endif
_visualRecognition.DownloadCoreMLModel(_classifierID, _coreMLDownloadPath);
while (!_getCoreMLModelTested)
{
yield return(null);
}
Log.Debug("ExampleVisualRecognition.Examples()", "Visual Recogition tests complete");
}