/// <summary>
/// Copy the source object.
/// </summary>
/// <param name="src">Specifies the source data.</param>
public override void Copy(OptionalParameter src)
{
base.Copy(src);
if (src is ResizeParameter)
{
ResizeParameter p = (ResizeParameter)src;
m_fProb = p.prob;
m_mode = p.resize_mode;
m_pad = p.pad_mode;
m_rgInterp = new List <InterpMode>();
foreach (InterpMode interp in p.m_rgInterp)
{
m_rgInterp.Add(interp);
}
m_nHeight = p.height;
m_nWidth = p.width;
m_nHeightScale = p.height_scale;
m_nWidthScale = p.width_scale;
m_rgfPadValue = new List <float>();
foreach (float fPad in p.pad_value)
{
m_rgfPadValue.Add(fPad);
}
}
}
/// <summary>
/// Load the and return a new ResizeParameter.
/// </summary>
/// <param name="br"></param>
/// <param name="bNewInstance"></param>
/// <returns>The new object is returned.</returns>
public ResizeParameter Load(BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
ResizeParameter p = FromProto(proto);
if (!bNewInstance)
{
Copy(p);
}
return(p);
}
/** @copydoc LayerParameterBase::Copy */
public override void Copy(LayerParameterBase src)
{
DetectionEvaluateParameter p = (DetectionEvaluateParameter)src;
m_nNumClasses = p.m_nNumClasses;
m_nBackgroundLabelId = p.m_nBackgroundLabelId;
m_fOverlapThreshold = p.m_fOverlapThreshold;
m_bEvaluateDifficultGt = p.m_bEvaluateDifficultGt;
m_strNameSizeFile = p.m_strNameSizeFile;
if (p.m_resizeParam == null)
{
m_resizeParam = null;
}
else
{
m_resizeParam = p.resize_param.Clone();
}
}
/// <summary>
/// Copy the source object.
/// </summary>
/// <param name="src">Specifies the source data.</param>
public override void Copy(OptionalParameter src)
{
base.Copy(src);
if (src is SaveOutputParameter)
{
SaveOutputParameter p = (SaveOutputParameter)src;
m_strOutputDirectory = p.m_strOutputDirectory;
m_strOutputNamePrefix = p.m_strOutputNamePrefix;
m_outputFormat = p.m_outputFormat;
m_strLabelMapFile = p.m_strLabelMapFile;
m_strNameSizeFile = p.m_strNameSizeFile;
m_nNumTestImage = p.m_nNumTestImage;
m_resizeParam = null;
if (p.resize_param != null)
{
m_resizeParam = p.resize_param.Clone();
}
}
}
/// <summary>
/// Copy the source object.
/// </summary>
/// <param name="src">Specifies the source data.</param>
public void Copy(ResizeParameter src)
{
m_fProb = src.prob;
m_mode = src.resize_mode;
m_pad = src.pad_mode;
m_rgInterp = new List <InterpMode>();
foreach (InterpMode interp in src.m_rgInterp)
{
m_rgInterp.Add(interp);
}
m_nHeight = src.height;
m_nWidth = src.width;
m_nHeightScale = src.height_scale;
m_nWidthScale = src.width_scale;
m_rgfPadValue = new List <float>();
foreach (float fPad in src.pad_value)
{
m_rgfPadValue.Add(fPad);
}
}
/// <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 DetectionEvaluateParameter FromProto(RawProto rp)
{
DetectionEvaluateParameter p = new DetectionEvaluateParameter();
string strVal;
if ((strVal = rp.FindValue("num_classes")) != null)
{
p.num_classes = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("background_label_id")) != null)
{
p.background_label_id = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("overlap_threshold")) != null)
{
p.overlap_threshold = float.Parse(strVal);
}
if ((strVal = rp.FindValue("evaluate_difficult_gt")) != null)
{
p.evaulte_difficult_gt = bool.Parse(strVal);
}
p.name_size_file = rp.FindValue("name_size_file");
RawProto rpResize = rp.FindChild("resize_param");
if (rpResize != null)
{
p.resize_param = ResizeParameter.FromProto(rpResize);
}
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 ResizeParameter FromProto(RawProto rp)
{
ResizeParameter p = new ResizeParameter(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("active")) != null)
{
p.Active = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("prob")) != null)
{
p.prob = float.Parse(strVal);
}
if ((strVal = rp.FindValue("resize_mode")) != null)
{
switch (strVal)
{
case "WARP":
p.resize_mode = ResizeMode.WARP;
break;
case "FIT_SMALL_SIZE":
p.resize_mode = ResizeMode.FIT_SMALL_SIZE;
break;
case "FIT_LARGE_SIZE_AND_PAD":
p.resize_mode = ResizeMode.FIT_LARGE_SIZE_AND_PAD;
break;
default:
throw new Exception("Unknown resize_mode '" + strVal + "'!");
}
}
if ((strVal = rp.FindValue("height")) != null)
{
p.height = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("width")) != null)
{
p.width = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("height_scale")) != null)
{
p.height_scale = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("width_scale")) != null)
{
p.width_scale = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("pad_mode")) != null)
{
switch (strVal)
{
case "CONSTANT":
p.pad_mode = PadMode.CONSTANT;
break;
case "MIRRORED":
p.pad_mode = PadMode.MIRRORED;
break;
case "REPEAT_NEAREST":
p.pad_mode = PadMode.REPEAT_NEAREST;
break;
default:
throw new Exception("Unknown pad_mode '" + strVal + "'!");
}
}
p.pad_value = new List <float>();
RawProtoCollection col = rp.FindChildren("pad_value");
foreach (RawProto rp1 in col)
{
if ((strVal = rp.FindValue("pad_value")) != null)
{
p.pad_value.Add(float.Parse(strVal));
}
}
p.interp_mode = new List <InterpMode>();
RawProtoCollection col1 = rp.FindChildren("interp_mode");
foreach (RawProto pr1 in col1)
{
strVal = pr1.Value;
switch (strVal)
{
case "LINEAR":
p.interp_mode.Add(InterpMode.LINEAR);
break;
case "AREA":
p.interp_mode.Add(InterpMode.AREA);
break;
case "NEAREST":
p.interp_mode.Add(InterpMode.NEAREST);
break;
case "CUBIC":
p.interp_mode.Add(InterpMode.CUBIC);
break;
case "LANCZOS4":
p.interp_mode.Add(InterpMode.LANCZOS4);
break;
default:
throw new Exception("Unknown interp_mode '" + strVal + "'!");
}
}
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 SaveOutputParameter FromProto(RawProto rp)
{
SaveOutputParameter p = new SaveOutputParameter(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("output_directory")) != null)
{
p.output_directory = strVal;
}
if ((strVal = rp.FindValue("output_name_prefix")) != null)
{
p.output_name_prefix = strVal;
}
if ((strVal = rp.FindValue("output_format")) != null)
{
if (strVal == OUTPUT_FORMAT.VOC.ToString())
{
p.output_format = OUTPUT_FORMAT.VOC;
}
else if (strVal == OUTPUT_FORMAT.COCO.ToString())
{
p.output_format = OUTPUT_FORMAT.COCO;
}
else
{
throw new Exception("Unknown output_format '" + strVal + "'!");
}
}
if ((strVal = rp.FindValue("label_map_file")) != null)
{
p.label_map_file = strVal;
}
if ((strVal = rp.FindValue("name_size_file")) != null)
{
p.name_size_file = strVal;
}
if ((strVal = rp.FindValue("num_test_image")) != null)
{
p.num_test_image = uint.Parse(strVal);
}
RawProto rpResize = rp.FindChild("resize_param");
if (rpResize != null)
{
p.resize_param = ResizeParameter.FromProto(rpResize);
}
return(p);
}