public InceptionClassifier(AssetManager assetManager)
{
_labels.AddRange(ReadLabelsIntoMemory(assetManager, LABEL_FILE));
_inferenceInterface = new TensorFlowInferenceInterface(assetManager, MODEL_FILE);
var operation = _inferenceInterface.GraphOperation(OUTPUT_NAME);
var numClasses = operation.Output(0).Shape().Size(1);
//TODO: Confirm in Android, because my results are 1001 labels, 1008 classes
Console.WriteLine($"Read {_labels.Count} labels, output layer size is {numClasses}");
var bmp = BitmapCreate(assetManager, "husky.png");
var results = Recognize(bmp);
}
long OutputSize()
{
return(_inferenceInterface.GraphOperation(OUTPUT_NAME).Output(0).Shape().Size(1));
}
