concepts.vision.depth_smoother.depth_anything_smoother.DepthAnythingV2SmootherConfig#

class DepthAnythingV2SmootherConfig[source]#

Bases: NamedTuple

DepthAnythingV2SmootherConfig(model_size, mode, remove_edge, curve_smooth, nr_samples, nr_sample_points)

Methods

`count`(value, /)	Return number of occurrences of value.
`index`(value[, start, stop])	Return first index of value.
`make_default`()

Attributes

`curve_smooth`	The smoothness of the spline fitting.
`mode`	The mode of the spline fitting.
`model_size`	The size of the Depth Anything V2 model.
`nr_sample_points`	The number of points per sample to take for each sample.
`nr_samples`	The number of samples to take for the spline fitting.
`remove_edge`	Whether to remove the edge of the predicted depth map.

__add__(value, /)#: Return self+value.

__getitem__(key, /)#: Return self[key].

__init__()#

__iter__()#: Implement iter(self).

__len__()#: Return len(self).

__mul__(value, /)#: Return self*value.

static __new__(_cls, model_size='small', mode='multi-cubic', remove_edge=True, curve_smooth=1, nr_samples=10, nr_sample_points=100)#

Create new instance of DepthAnythingV2SmootherConfig(model_size, mode, remove_edge, curve_smooth, nr_samples, nr_sample_points)

Parameters:

model_size (str)
mode (str)
remove_edge (bool)
curve_smooth (float)
nr_samples (int)
nr_sample_points (int)

count(value, /)#: Return number of occurrences of value.

index(value, start=0, stop=9223372036854775807, /)#

Return first index of value.

Raises ValueError if the value is not present.

classmethod make_default()[source]#

curve_smooth: float#: The smoothness of the spline fitting. Only used when mode is ‘cubic’ or ‘cluster-cubic’.

mode: str#: The mode of the spline fitting. Options are ‘linear’, ‘multi-linear’, ‘mulit-cubic’, ‘cluster-cubic’.

model_size: str#: The size of the Depth Anything V2 model. Options are ‘small’, ‘medium’, ‘large’.

nr_sample_points: int#: The number of points per sample to take for each sample.

nr_samples: int#: The number of samples to take for the spline fitting.

remove_edge: bool#: Whether to remove the edge of the predicted depth map. These areas are usually noisy.