public RecognitionResult[] Recognize(
Texture2D texture2D,
int inputHeight = 299,
int inputWidth = 299,
float inputMean = 0.0f,
float scale = 1.0f / 255.0f,
bool flipUpsideDown = true,
bool swapBR = false)
{
NativeImageIO.ReadTensorFromTexture2D <float>(
texture2D,
_inputTensor.DataPointer,
inputHeight,
inputWidth,
inputMean,
scale,
flipUpsideDown,
swapBR);
_interpreter.Invoke();
float[] probability = _outputTensor.GetData(false) as float[];
if (probability == null)
{
return(null);
}
return(SortResults(probability));
}
public RecognitionResult[] Recognize(Texture2D texture2D, bool flipUpsideDown = true, bool swapBR = false, float scoreThreshold = 0.0f)
{
int height = _inputTensor.Dims[1];
int width = _inputTensor.Dims[2];
NativeImageIO.ReadTensorFromTexture2D <byte>(
texture2D,
_inputTensor.DataPointer,
height, width, 0.0f, 1.0f,
flipUpsideDown,
swapBR);
_interpreter.Invoke();
return(ConvertResults(scoreThreshold));
}
public RecognitionResult[] Recognize(Texture2D texture2D, bool flipUpsideDown = true, bool swapBR = false)
{
NativeImageIO.ReadTensorFromTexture2D <float>(
texture2D,
_inputTensor.DataPointer,
224, 224, 128.0f, 1.0f / 128.0f,
flipUpsideDown,
swapBR);
_interpreter.Invoke();
float[] probability = _outputTensor.GetData(false) as float[];
if (probability == null)
{
return(null);
}
return(SortResults(probability));
}