/// <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 MultiBoxLossParameter FromProto(RawProto rp)
{
MultiBoxLossParameter p = new MultiBoxLossParameter();
string strVal;
if ((strVal = rp.FindValue("loc_loss_type")) != null)
{
p.loc_loss_type = LocLossTypeFromString(strVal);
}
if ((strVal = rp.FindValue("conf_loss_type")) != null)
{
p.conf_loss_type = ConfLossTypeFromString(strVal);
}
if ((strVal = rp.FindValue("loc_weight")) != null)
{
p.loc_weight = float.Parse(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("match_type")) != null)
{
p.match_type = MatchTypeFromString(strVal);
}
if ((strVal = rp.FindValue("overlap_threshold")) != null)
{
p.overlap_threshold = float.Parse(strVal);
}
if ((strVal = rp.FindValue("background_label_id")) != null)
{
p.background_label_id = uint.Parse(strVal);
}
if ((strVal = rp.FindValue("use_difficult_gt")) != null)
{
p.use_difficult_gt = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("do_neg_mining")) != null)
{
p.do_neg_mining = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("neg_pos_ratio")) != null)
{
p.neg_pos_ratio = float.Parse(strVal);
}
if ((strVal = rp.FindValue("neg_overlap")) != null)
{
p.neg_overlap = float.Parse(strVal);
}
if ((strVal = rp.FindValue("code_type")) != null)
{
p.code_type = PriorBoxParameter.CodeTypeFromString(strVal);
}
if ((strVal = rp.FindValue("encode_variance_in_target")) != null)
{
p.encode_variance_in_target = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("map_object_to_agnostic")) != null)
{
p.map_object_to_agnostic = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("ignore_corss_boundary_bbox")) != null)
{
p.ignore_cross_boundary_bbox = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("bp_inside")) != null)
{
p.bp_inside = bool.Parse(strVal);
}
if ((strVal = rp.FindValue("mining_type")) != null)
{
p.mining_type = MiningTypeFromString(strVal);
}
RawProto rpNms = rp.FindChild("nms_param");
if (rpNms != null)
{
p.nms_param = NonMaximumSuppressionParameter.FromProto(rpNms);
}
if ((strVal = rp.FindValue("sample_size")) != null)
{
p.sample_size = int.Parse(strVal);
}
if ((strVal = rp.FindValue("use_prior_for_nms")) != null)
{
p.use_prior_for_nms = 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 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);
}
