/// <summary>
/// Return a copy of this object.
/// </summary>
/// <returns>A new copy of the object is returned.</returns>
public DataLabelMappingParameter Clone()
{
DataLabelMappingParameter p = new DataLabelMappingParameter(Active);
p.Copy(this);
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
TransformationParameter p = (TransformationParameter)src;
m_bUseImageDbMean = p.m_bUseImageDbMean;
m_bForceColor = p.m_bForceColor;
m_bForceGray = p.m_bForceGray;
m_bMirror = p.m_bMirror;
m_dfScale = p.m_dfScale;
m_scaleOperator = p.m_scaleOperator;
m_nCropSize = p.m_nCropSize;
m_rgMeanValue = Utility.Clone <double>(p.m_rgMeanValue);
m_dfForcedPositiveRangeMax = p.m_dfForcedPositiveRangeMax;
m_nRandomSeed = p.m_nRandomSeed;
m_strMeanFile = p.m_strMeanFile;
m_colorOrder = p.m_colorOrder;
m_resize = (p.resize_param == null) ? null : p.resize_param.Clone();
m_noise = (p.noise_param == null) ? null : p.noise_param.Clone();
m_distortion = (p.distortion_param == null) ? null : p.distortion_param.Clone();
m_expansion = (p.expansion_param == null) ? null : p.expansion_param.Clone();
m_emitConstraint = (p.emit_constraint == null) ? null : p.emit_constraint.Clone();
if (p.mask_param != null)
{
m_mask = p.mask_param.Clone();
}
if (p.label_mapping != null)
{
m_labelMapping = p.label_mapping.Clone();
}
}
/// <summary>
/// Copies the specified source data label mapping parameter to this one.
/// </summary>
/// <param name="src">Specifies the source data label mapping parameter.</param>
public override void Copy(OptionalParameter src)
{
base.Copy(src);
if (src is DataLabelMappingParameter)
{
DataLabelMappingParameter p = (DataLabelMappingParameter)src;
m_rgMapping = p.m_rgMapping.Clone();
}
}
/// <summary>
/// Load the and return a new DataLabelMappingParameter.
/// </summary>
/// <param name="br"></param>
/// <param name="bNewInstance"></param>
/// <returns>The new object is returned.</returns>
public DataLabelMappingParameter Load(BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
DataLabelMappingParameter p = FromProto(proto);
if (!bNewInstance)
{
Copy(p);
}
return(p);
}
/// <summary>
/// Parses the parameter from a RawProto.
/// </summary>
/// <param name="rp">Specifies the RawProto to parse.</param>
/// <returns>A new instance of the parameter is returned.</returns>
public static new DataLabelMappingParameter FromProto(RawProto rp)
{
DataLabelMappingParameter p = new DataLabelMappingParameter(true);
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
p.m_rgMapping = LabelMappingCollection.Parse(rp.FindArray <string>("mapping"));
return(p);
}
/// <summary>
/// Parses the parameter from a RawProto.
/// </summary>
/// <param name="rp">Specifies the RawProto to parse.</param>
/// <returns>A new instance of the parameter is returned.</returns>
public static TransformationParameter FromProto(RawProto rp)
{
string strVal;
TransformationParameter p = new TransformationParameter();
if ((strVal = rp.FindValue("scale")) != null)
{
p.scale = ParseDouble(strVal);
}
if ((strVal = rp.FindValue("scale_operator")) != null)
{
if (strVal == SCALE_OPERATOR.MUL.ToString())
{
p.scale_operator = SCALE_OPERATOR.MUL;
}
else if (strVal == SCALE_OPERATOR.POW.ToString())
{
p.scale_operator = SCALE_OPERATOR.POW;
}
else
{
p.scale_operator = SCALE_OPERATOR.NONE;
}
}
else
{
p.scale_operator = null;
}
if ((strVal = rp.FindValue("mirror")) != null)
{
p.mirror = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("crop_size")) != null)
{
p.crop_size = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("use_image_mean")) != null ||
(strVal = rp.FindValue("use_imagedb_mean")) != null)
{
p.use_imagedb_mean = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("mean_file")) != null)
{
p.use_imagedb_mean = true;
}
p.mean_value = rp.FindArray <double>("mean_value");
if ((strVal = rp.FindValue("force_color")) != null)
{
p.force_color = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("force_gray")) != null)
{
p.force_gray = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("force_positive_range_max")) != null)
{
p.forced_positive_range_max = ParseDouble(strVal);
}
if ((strVal = rp.FindValue("mean_file")) != null)
{
p.mean_file = strVal;
}
if ((strVal = rp.FindValue("color_order")) != null)
{
if (strVal == COLOR_ORDER.BGR.ToString())
{
p.color_order = COLOR_ORDER.BGR;
}
else
{
p.color_order = COLOR_ORDER.RGB;
}
}
RawProto rpResize = rp.FindChild("resize_param");
if (rpResize != null)
{
p.resize_param = ResizeParameter.FromProto(rpResize);
}
else
{
p.resize_param = null;
}
RawProto rpNoise = rp.FindChild("noise_param");
if (rpNoise != null)
{
p.noise_param = NoiseParameter.FromProto(rpNoise);
}
else
{
p.noise_param = null;
}
RawProto rpDistort = rp.FindChild("distortion_param");
if (rpDistort != null)
{
p.distortion_param = DistortionParameter.FromProto(rpDistort);
}
RawProto rpExpand = rp.FindChild("expansion_param");
if (rpExpand != null)
{
p.expansion_param = ExpansionParameter.FromProto(rpExpand);
}
else
{
p.expansion_param = null;
}
RawProto rpEmitCon = rp.FindChild("emit_constraint");
if (rpEmitCon != null)
{
p.emit_constraint = EmitConstraint.FromProto(rpEmitCon);
}
else
{
p.emit_constraint = null;
}
RawProto rpMask = rp.FindChild("mask_param");
if (rpMask != null)
{
p.mask_param = MaskParameter.FromProto(rpMask);
}
RawProto rpLabelMapping = rp.FindChild("label_mapping");
if (rpLabelMapping != null)
{
p.label_mapping = DataLabelMappingParameter.FromProto(rpLabelMapping);
}
return(p);
}