internal ImageObjectDetection(LogVerbosity?logVerbosity, TaskType taskType, ObjectDetectionPrimaryMetrics?primaryMetric, ImageModelSettingsObjectDetection modelSettings, IList <ImageModelDistributionSettingsObjectDetection> searchSpace, ImageVerticalDataSettings dataSettings, ImageLimitSettings limitSettings, ImageSweepSettings sweepSettings) : base(logVerbosity, taskType)
{
PrimaryMetric = primaryMetric;
ModelSettings = modelSettings;
SearchSpace = searchSpace;
DataSettings = dataSettings;
LimitSettings = limitSettings;
SweepSettings = sweepSettings;
TaskType = taskType;
}
internal ImageClassificationMultilabel(LogVerbosity?logVerbosity, TaskType taskType, ClassificationMultilabelPrimaryMetrics?primaryMetric, ImageModelSettingsClassification modelSettings, IList <ImageModelDistributionSettingsClassification> searchSpace, ImageVerticalDataSettings dataSettings, ImageLimitSettings limitSettings, ImageSweepSettings sweepSettings) : base(logVerbosity, taskType)
{
PrimaryMetric = primaryMetric;
ModelSettings = modelSettings;
SearchSpace = searchSpace;
DataSettings = dataSettings;
LimitSettings = limitSettings;
SweepSettings = sweepSettings;
TaskType = taskType;
}
public ImageObjectDetection(ImageVerticalDataSettings dataSettings, ImageLimitSettings limitSettings)
{
if (dataSettings == null)
{
throw new ArgumentNullException(nameof(dataSettings));
}
if (limitSettings == null)
{
throw new ArgumentNullException(nameof(limitSettings));
}
SearchSpace = new ChangeTrackingList <ImageModelDistributionSettingsObjectDetection>();
DataSettings = dataSettings;
LimitSettings = limitSettings;
TaskType = TaskType.ImageObjectDetection;
}
internal static ImageObjectDetection DeserializeImageObjectDetection(JsonElement element)
{
Optional <ObjectDetectionPrimaryMetrics> primaryMetric = default;
Optional <ImageModelSettingsObjectDetection> modelSettings = default;
Optional <IList <ImageModelDistributionSettingsObjectDetection> > searchSpace = default;
ImageVerticalDataSettings dataSettings = default;
ImageLimitSettings limitSettings = default;
Optional <ImageSweepSettings> sweepSettings = default;
Optional <LogVerbosity> logVerbosity = default;
TaskType taskType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("primaryMetric"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
primaryMetric = new ObjectDetectionPrimaryMetrics(property.Value.GetString());
continue;
}
if (property.NameEquals("modelSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
modelSettings = null;
continue;
}
modelSettings = ImageModelSettingsObjectDetection.DeserializeImageModelSettingsObjectDetection(property.Value);
continue;
}
if (property.NameEquals("searchSpace"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
searchSpace = null;
continue;
}
List <ImageModelDistributionSettingsObjectDetection> array = new List <ImageModelDistributionSettingsObjectDetection>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(ImageModelDistributionSettingsObjectDetection.DeserializeImageModelDistributionSettingsObjectDetection(item));
}
searchSpace = array;
continue;
}
if (property.NameEquals("dataSettings"))
{
dataSettings = ImageVerticalDataSettings.DeserializeImageVerticalDataSettings(property.Value);
continue;
}
if (property.NameEquals("limitSettings"))
{
limitSettings = ImageLimitSettings.DeserializeImageLimitSettings(property.Value);
continue;
}
if (property.NameEquals("sweepSettings"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
sweepSettings = null;
continue;
}
sweepSettings = ImageSweepSettings.DeserializeImageSweepSettings(property.Value);
continue;
}
if (property.NameEquals("logVerbosity"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
logVerbosity = new LogVerbosity(property.Value.GetString());
continue;
}
if (property.NameEquals("taskType"))
{
taskType = new TaskType(property.Value.GetString());
continue;
}
}
return(new ImageObjectDetection(Optional.ToNullable(logVerbosity), taskType, Optional.ToNullable(primaryMetric), modelSettings.Value, Optional.ToList(searchSpace), dataSettings, limitSettings, sweepSettings.Value));
}