/// <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 NonMaximumSuppressionParameter FromProto(RawProto rp)
{
NonMaximumSuppressionParameter p = new NonMaximumSuppressionParameter(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("nms_threshold")) != null)
{
p.nms_threshold = float.Parse(strVal);
}
if ((strVal = rp.FindValue("top_k")) != null)
{
p.top_k = int.Parse(strVal);
}
if ((strVal = rp.FindValue("eta")) != null)
{
p.eta = float.Parse(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 SaltPepperParameter FromProto(RawProto rp)
{
SaltPepperParameter p = new SaltPepperParameter(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("fraction")) != null)
{
p.fraction = float.Parse(strVal);
}
p.value = new List <float>();
RawProtoCollection col = rp.FindChildren("value");
foreach (RawProto rp1 in col)
{
if ((strVal = rp.FindValue("value")) != null)
{
p.value.Add(float.Parse(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 EmitConstraint FromProto(RawProto rp)
{
EmitConstraint p = new EmitConstraint(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("emit_type")) != null)
{
switch (strVal)
{
case "CENTER":
p.emit_type = EmitType.CENTER;
break;
case "MIN_OVERLAP":
p.emit_type = EmitType.MIN_OVERLAP;
break;
default:
throw new Exception("Unknown emit_type '" + strVal + "'!");
}
}
if ((strVal = rp.FindValue("emit_overlap")) != null)
{
p.emit_overlap = BaseParameter.ParseFloat(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 ExpansionParameter FromProto(RawProto rp)
{
ExpansionParameter p = new ExpansionParameter(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("prob")) != null)
{
p.prob = BaseParameter.ParseFloat(strVal);
}
if ((strVal = rp.FindValue("max_expand_ratio")) != null)
{
p.max_expand_ratio = BaseParameter.ParseFloat(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 NoiseParameter FromProto(RawProto rp)
{
NoiseParameter p = new NoiseParameter(false);
string strVal;
RawProto rpOption = rp.FindChild("option");
if (rpOption != null)
{
((OptionalParameter)p).Copy(OptionalParameter.FromProto(rpOption));
}
if ((strVal = rp.FindValue("prob")) != null)
{
p.prob = BaseParameter.ParseFloat(strVal);
}
if ((strVal = rp.FindValue("hist_eq")) != null)
{
p.hist_eq = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("inverse")) != null)
{
p.inverse = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("decolorize")) != null)
{
p.decolorize = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("gauss_blur")) != null)
{
p.gauss_blur = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("jpeg")) != null)
{
p.jpeg = BaseParameter.ParseFloat(strVal);
}
if ((strVal = rp.FindValue("posterize")) != null)
{
p.posterize = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("erode")) != null)
{
p.erode = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("saltpepper")) != null)
{
p.saltpepper = bool.Parse(strVal);
}
RawProto rp1 = rp.FindChild("saltpepper_param");
if (rp1 != null)
{
p.saltpepper_param = SaltPepperParameter.FromProto(rp1);
}
if ((strVal = rp.FindValue("clahe")) != null)
{
p.clahe = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("convert_to_hsv")) != null)
{
p.convert_to_hsv = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("convert_to_lab")) != null)
{
p.convert_to_lab = bool.Parse(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 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);
}
/// <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 DistortionParameter FromProto(RawProto rp)
{
DistortionParameter p = new DistortionParameter(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("brightness_prob")) != null)
{
p.brightness_prob = float.Parse(strVal);
}
if ((strVal = rp.FindValue("brightness_delta")) != null)
{
p.brightness_delta = float.Parse(strVal);
}
if ((strVal = rp.FindValue("contrast_prob")) != null)
{
p.contrast_prob = float.Parse(strVal);
}
if ((strVal = rp.FindValue("contrast_lower")) != null)
{
p.contrast_lower = float.Parse(strVal);
}
if ((strVal = rp.FindValue("contrast_upper")) != null)
{
p.contrast_upper = float.Parse(strVal);
}
if ((strVal = rp.FindValue("saturation_prob")) != null)
{
p.saturation_prob = float.Parse(strVal);
}
if ((strVal = rp.FindValue("saturation_lower")) != null)
{
p.saturation_lower = float.Parse(strVal);
}
if ((strVal = rp.FindValue("saturation_upper")) != null)
{
p.saturation_upper = float.Parse(strVal);
}
if ((strVal = rp.FindValue("random_order_prob")) != null)
{
p.random_order_prob = float.Parse(strVal);
}
if ((strVal = rp.FindValue("use_gpu")) != null)
{
p.use_gpu = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("random_seed")) != null)
{
p.random_seed = long.Parse(strVal);
}
return(p);
}