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This commit is contained in:
Mike Phares
2022-10-09 12:02:38 -07:00
parent d951ad6696
commit b0b4c20597
20 changed files with 302 additions and 180 deletions
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54
Face/Models/_D_Face.cs
View File

@ -63,21 +63,18 @@ public class D_Face
string hiddenFileNameExtension,
ImageCodecInfo hiddenImageCodecInfo,
ImageCodecInfo imageCodecInfo,
Model model,
ModelParameter modelParameter,
string modelDirectory,
string modelName,
int numberOfJitters,
int numberOfTimesToUpsample,
bool overrideForFaceImages,
bool retryImagesWithoutAFace,
PredictorModel predictorModel,
string predictorModelName,
bool propertiesChangedForFaces)
{
_Model = model;
_ArgZero = argZero;
_Configuration = configuration;
_ImageCodecInfo = imageCodecInfo;
_ModelParameter = modelParameter;
_PredictorModel = predictorModel;
_NumberOfJitters = numberOfJitters;
_EncoderParameters = encoderParameters;
_FileNameExtension = filenameExtension;
@ -94,6 +91,10 @@ public class D_Face
_FaceDistanceAreaPermilleTolerance = faceDistanceAreaPermilleTolerance;
_FaceDistanceHiddenImageFactor = faceDistanceHiddenImageFactor;
_ForceFaceLastWriteTimeToCreationTime = forceFaceLastWriteTimeToCreationTime;
(Model model, PredictorModel predictorModel, ModelParameter modelParameter) = GetModel(modelDirectory, modelName, predictorModelName);
_Model = model;
_PredictorModel = predictorModel;
_ModelParameter = modelParameter;
ConstructorInfo? constructorInfo = typeof(PropertyItem).GetConstructor(BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public, null, Array.Empty<Type>(), null);
if (constructorInfo is null)
throw new Exception();
@ -107,6 +108,47 @@ public class D_Face
return result;
}
private static (Model model, PredictorModel predictorModel, ModelParameter modelParameter) GetModel(string modelDirectory, string modelName, string predictorModelName)
{
(Model, PredictorModel, ModelParameter) result;
Array array;
Model? model = null;
PredictorModel? predictorModel = null;
array = Enum.GetValues(typeof(Model));
foreach (Model check in array)
{
if (modelName.Contains(check.ToString()))
{
model = check;
break;
}
}
if (model is null)
throw new Exception("Destination directory must have Model name!");
model = model.Value;
array = Enum.GetValues(typeof(PredictorModel));
foreach (PredictorModel check in array)
{
if (predictorModelName.Contains(check.ToString()))
{
predictorModel = check;
break;
}
}
if (predictorModel is null)
throw new Exception("Destination directory must have Predictor Model name!");
predictorModel = predictorModel.Value;
ModelParameter modelParameter = new()
{
CnnFaceDetectorModel = File.ReadAllBytes(Path.Combine(modelDirectory, "mmod_human_face_detector.dat")),
FaceRecognitionModel = File.ReadAllBytes(Path.Combine(modelDirectory, "dlib_face_recognition_resnet_model_v1.dat")),
PosePredictor5FaceLandmarksModel = File.ReadAllBytes(Path.Combine(modelDirectory, "shape_predictor_5_face_landmarks.dat")),
PosePredictor68FaceLandmarksModel = File.ReadAllBytes(Path.Combine(modelDirectory, "shape_predictor_68_face_landmarks.dat"))
};
result = new(model.Value, predictorModel.Value, modelParameter);
return result;
}
#pragma warning disable CA1416
private static byte[] GetBytes(string value)