public async Task PredictOnFaceConceptsModelShouldBeSuccessful()
{
string modelID = Client.PublicModels.CelebrityModel.ModelID;
ClarifaiResponse <ClarifaiOutput <FaceConcepts> > predictResponse =
await Client.Predict <FaceConcepts>(
modelID,
new ClarifaiURLImage(FACE1))
.ExecuteAsync();
Assert.True(predictResponse.IsSuccessful);
FaceConcepts faceConcepts = predictResponse.Get().Data[0];
Assert.NotNull(faceConcepts.Crop);
Assert.NotNull(faceConcepts.Concepts);
}
protected static List <IPrediction> DeserializePredictions(ModelType modelType,
dynamic jsonObject)
{
var propertyValues = (JObject)jsonObject.data;
var data = new List <IPrediction>();
if (propertyValues.Count > 0)
{
string typeName = modelType.Prediction.Name;
switch (typeName)
{
case "Color":
{
foreach (dynamic color in jsonObject.data.colors)
{
data.Add(Color.Deserialize(color));
}
break;
}
case "Concept":
{
foreach (dynamic concept in jsonObject.data.concepts)
{
data.Add(Concept.Deserialize(concept));
}
break;
}
case "Demographics":
{
foreach (dynamic demographics in jsonObject.data.regions)
{
data.Add(Demographics.Deserialize(demographics));
}
break;
}
case "Embedding":
{
foreach (dynamic embedding in jsonObject.data.embeddings)
{
data.Add(Embedding.Deserialize(embedding));
}
break;
}
case "FaceConcepts":
{
foreach (dynamic faceConcepts in
jsonObject.data.regions)
{
data.Add(FaceConcepts.Deserialize(faceConcepts));
}
break;
}
case "FaceDetection":
{
foreach (dynamic faceDetection in jsonObject.data.regions)
{
data.Add(FaceDetection.Deserialize(faceDetection));
}
break;
}
case "FaceEmbedding":
{
foreach (dynamic faceEmbedding in jsonObject.data.regions)
{
data.Add(FaceEmbedding.Deserialize(faceEmbedding));
}
break;
}
case "Focus":
{
foreach (dynamic focus in jsonObject.data.regions)
{
data.Add(Focus.Deserialize(focus,
(decimal)jsonObject.data.focus.value));
}
break;
}
case "Frame":
{
foreach (dynamic frame in jsonObject.data.frames)
{
data.Add(Frame.Deserialize(frame));
}
break;
}
case "Logo":
{
foreach (dynamic logo in jsonObject.data.regions)
{
data.Add(Logo.Deserialize(logo));
}
break;
}
default:
{
throw new ClarifaiException(
string.Format("Unknown output type `{0}`", typeName));
}
}
}
return(data);
}