def __init__(self, model, transform_cls, source=None):
# Check the provided model
check_model(model, PDM)
# Assign attributes
self.pdm = model
self._cached_points, self.dW_dl = None, None
self.transform = transform_cls(source, self.target)
def __init__(self, aam_interface, expert_ensemble, patch_shape,
response_covariance, eps=10**-5, **kwargs):
# AAM part ------------------------------------------------------------
self.interface = aam_interface
self.appearance_model = self.interface.appearance_model
self.template = self.appearance_model.mean()
self.transform = self.interface.transform
check_model(self.transform.pdm, OrthoPDM)
# CLM part ------------------------------------------------------------
self.expert_ensemble = expert_ensemble
self.patch_shape = patch_shape
self.response_covariance = response_covariance
self.pdm = self.transform.pdm
# Unified part --------------------------------------------------------
self.eps = eps
self._precompute()
def __init__(self, model, transform_cls, source=None):
# Check the provided model
check_model(model, OrthoPDM)
# Assign attributes
super(OrthoMDTransform, self).__init__(model, transform_cls,
source=source)