/// <summary>
/// Creates a new copy of this instance of the parameter.
/// </summary>
/// <returns>A new instance of this parameter is returned.</returns>
public override LayerParameterBase Clone()
{
DetectionOutputParameter p = new DetectionOutputParameter();
p.Copy(this);
return(p);
}
/// <summary>
/// Load the parameter from a binary reader.
/// </summary>
/// <param name="br">Specifies the binary reader.</param>
/// <param name="bNewInstance">When <i>true</i> a new instance is created (the default), otherwise the existing instance is loaded from the binary reader.</param>
/// <returns>Returns an instance of the parameter.</returns>
public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
{
RawProto proto = RawProto.Parse(br.ReadString());
DetectionOutputParameter p = FromProto(proto);
if (!bNewInstance)
{
Copy(p);
}
return(p);
}
/// <summary>
/// Copy on parameter to another.
/// </summary>
/// <param name="src">Specifies the parameter to copy.</param>
public override void Copy(LayerParameterBase src)
{
DetectionOutputParameter p = (DetectionOutputParameter)src;
m_nNumClasses = p.m_nNumClasses;
m_bShareLocation = p.m_bShareLocation;
m_nBackgroundLabelId = p.m_nBackgroundLabelId;
m_nmsParam = p.m_nmsParam.Clone();
m_saveOutputParam = p.save_output_param.Clone() as SaveOutputParameter;
m_codeType = p.m_codeType;
m_bVarianceEncodedInTarget = p.m_bVarianceEncodedInTarget;
m_nKeepTopK = p.m_nKeepTopK;
m_fConfidenceThreshold = p.m_fConfidenceThreshold;
m_bVisualize = p.m_bVisualize;
m_fVisualizeThreshold = p.m_fVisualizeThreshold;
m_strSaveFile = p.m_strSaveFile;
}
/// <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 DetectionOutputParameter FromProto(RawProto rp)
{
DetectionOutputParameter p = new DetectionOutputParameter();
string strVal;
if ((strVal = rp.FindValue("num_classes")) != null)
{
p.num_classes = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("share_location")) != null)
{
p.share_location = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("background_label_id")) != null)
{
p.background_label_id = int.Parse(strVal);
}
RawProto rpNms = rp.FindChild("nms_param");
if (rpNms != null)
{
p.nms_param = NonMaximumSuppressionParameter.FromProto(rpNms);
}
RawProto rpSave = rp.FindChild("save_output_param");
if (rpSave != null)
{
p.save_output_param = SaveOutputParameter.FromProto(rpSave);
}
if ((strVal = rp.FindValue("code_type")) != null)
{
if (strVal == PriorBoxParameter.CodeType.CENTER_SIZE.ToString())
{
p.code_type = PriorBoxParameter.CodeType.CENTER_SIZE;
}
else if (strVal == PriorBoxParameter.CodeType.CORNER.ToString())
{
p.code_type = PriorBoxParameter.CodeType.CORNER;
}
else if (strVal == PriorBoxParameter.CodeType.CORNER_SIZE.ToString())
{
p.code_type = PriorBoxParameter.CodeType.CORNER_SIZE;
}
else
{
throw new Exception("Unknown PriorBoxParameter.CodeType '" + strVal + "'!");
}
}
if ((strVal = rp.FindValue("variance_encoded_in_target")) != null)
{
p.variance_encoded_in_target = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("keep_top_k")) != null)
{
p.keep_top_k = int.Parse(strVal);
}
if ((strVal = rp.FindValue("confidence_threshold")) != null)
{
p.confidence_threshold = ParseFloat(strVal);
}
if ((strVal = rp.FindValue("visualize")) != null)
{
p.visualize = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("visualize_threshold")) != null)
{
p.visualize_threshold = ParseFloat(strVal);
}
if ((strVal = rp.FindValue("save_file")) != null)
{
p.save_file = strVal;
}
return(p);
}