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 "Embedding":
{
foreach (dynamic embedding in jsonObject.data.embeddings)
{
data.Add(Embedding.Deserialize(embedding));
}
break;
}
case "FaceEmbedding":
{
foreach (dynamic faceEmbedding in jsonObject.data.regions)
{
data.Add(FaceEmbedding.Deserialize(faceEmbedding));
}
break;
}
case "Frame":
{
foreach (dynamic frame in jsonObject.data.frames)
{
data.Add(Frame.Deserialize(frame));
}
break;
}
case "DetectConcept":
{
foreach (dynamic detectConcept in jsonObject.data.regions)
{
data.Add(Detection.Deserialize(detectConcept));
}
break;
}
case "Detection":
{
foreach (dynamic detection in jsonObject.data.regions)
{
data.Add(Detection.Deserialize(detection));
}
break;
}
default:
{
throw new ClarifaiException(
string.Format("Unknown output type `{0}`", typeName));
}
}
}
return(data);
}
