deinterlacers ¶

Classes:

AntiAliaser –

Abstract base class for anti-aliasing operations.
BWDIF –

Motion adaptive deinterlacing based on yadif with the use of w3fdif and cubic interpolation algorithms.
Deinterlacer –

Abstract base class for deinterlacing operations.
EEDI2 –

Enhanced Edge Directed Interpolation (2nd gen.)
EEDI3 –

Enhanced Edge Directed Interpolation (3rd gen.)
NNEDI3 –

Neural Network Edge Directed Interpolation (3rd gen.)
SangNom –

SangNom single field deinterlacer using edge-directed interpolation
SuperSampler –

Abstract base class for supersampling operations.
SuperSamplerProcess –

A utility SuperSampler class that applies a given function to a supersampled clip,
SupportsBobDeinterlace –

Protocol for classes that support bob deinterlacing.

AntiAliaser `dataclass` ¶

AntiAliaser(
    *,
    tff: bool = False,
    double_rate: bool = True,
    transpose_first: bool = False
)

Bases: Deinterlacer, ABC

Abstract base class for anti-aliasing operations.

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –

Apply anti-aliasing to the given clip.
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –

Retrieves arguments for deinterlacing processing.
transpose –

Transpose the input clip by swapping its horizontal and vertical axes.

Attributes:

double_rate (bool) –

Whether to double the FPS.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Apply anti-aliasing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
direction ¶
(AADirection, default: BOTH ) –

Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Anti-aliased clip.

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AADirection = AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    """
    Apply anti-aliasing to the given clip.

    Args:
        clip: The input clip.
        direction: Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Anti-aliased clip.
    """
    assert check_variable(clip, self.antialias)

    for y in sorted((aa_dir for aa_dir in self.AADirection), key=lambda x: x.value, reverse=self.transpose_first):
        if direction in (y, self.AADirection.BOTH):
            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

            clip = self.deinterlace(clip, **kwargs)

            if self.double_rate:
                clip = core.std.Merge(clip[::2], clip[1::2])

            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

    return clip

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args `abstractmethod` ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Retrieves arguments for deinterlacing processing.

Parameters:

**kwargs ¶
(Any, default: {} ) –

Additional arguments.

Returns:

dict[str, Any] –

Passed keyword arguments.

Source code in vsaa/deinterlacers.py

@abstractmethod
def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    """
    Retrieves arguments for deinterlacing processing.

    Args:
        **kwargs: Additional arguments.

    Returns:
        Passed keyword arguments.
    """
    return kwargs

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Transpose the input clip by swapping its horizontal and vertical axes.

Parameters:

clip ¶
(VideoNode) –

The input clip.

Returns:

ConstantFormatVideoNode –

The transposed clip.

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    """
    Transpose the input clip by swapping its horizontal and vertical axes.

    Args:
        clip: The input clip.

    Returns:
        The transposed clip.
    """
    return clip.std.Transpose()

BWDIF `dataclass` ¶

BWDIF(
    edeint: (
        VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None
    ) = None,
    *,
    tff: bool = False,
    double_rate: bool = True
)

Bases: Deinterlacer

Motion adaptive deinterlacing based on yadif with the use of w3fdif and cubic interpolation algorithms.

Methods:

bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –

Attributes:

double_rate (bool) –

Whether to double the FPS.
edeint (VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None) –

Allows the specification of an external clip from which to take spatial predictions
tff (bool) –

The field order.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

edeint `class-attribute` `instance-attribute` ¶

edeint: (
    VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None
) = None

Allows the specification of an external clip from which to take spatial predictions instead of having Bwdif use cubic interpolation. This clip must be the same width, height, and colorspace as the input clip. If using same rate output, this clip should have the same number of frames as the input. If using double rate output, this clip should have twice as many frames as the input.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Source code in vsaa/deinterlacers.py

def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    return {"edeint": self.edeint} | kwargs

Deinterlacer `dataclass` ¶

Deinterlacer(*, tff: bool = False, double_rate: bool = True)

Bases: vs_object, ABC

Abstract base class for deinterlacing operations.

Methods:

bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –

Retrieves arguments for deinterlacing processing.

Attributes:

double_rate (bool) –

Whether to double the FPS.
tff (bool) –

The field order.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args `abstractmethod` ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Retrieves arguments for deinterlacing processing.

Parameters:

**kwargs ¶
(Any, default: {} ) –

Additional arguments.

Returns:

dict[str, Any] –

Passed keyword arguments.

Source code in vsaa/deinterlacers.py

@abstractmethod
def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    """
    Retrieves arguments for deinterlacing processing.

    Args:
        **kwargs: Additional arguments.

    Returns:
        Passed keyword arguments.
    """
    return kwargs

EEDI2 `dataclass` ¶

EEDI2(
    mthresh: int = 10,
    lthresh: int = 20,
    vthresh: int = 20,
    estr: int = 2,
    dstr: int = 4,
    maxd: int = 24,
    map: int = 0,
    nt: int = 50,
    pp: int = 1,
    cuda: bool = False,
    *,
    tff: bool = False,
    double_rate: bool = True,
    transpose_first: bool = False,
    scaler: ComplexScalerLike = Catrom,
    noshift: bool | Sequence[bool] = False
)

Bases: SuperSampler

Enhanced Edge Directed Interpolation (2nd gen.)

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –

Apply anti-aliasing to the given clip.
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –
kernel_radius –
scale –

Scale the given clip using super sampling method.
supersample –

Supersample a clip by a given scaling factor.
transpose –

Transpose the input clip by swapping its horizontal and vertical axes.

Attributes:

cuda (bool) –

Enables the use of the CUDA variant for processing.
double_rate (bool) –

Whether to double the FPS.
dstr (int) –

Defines the required number of edge pixels (>=) in a 3x3 area, in which the center pixel
estr (int) –

Defines the required number of edge pixels (<=) in a 3x3 area, in which the center pixel
lthresh (int) –

Controls the Laplacian threshold used in edge detection.
map (int) –

Allows one of three possible maps to be shown:
maxd (int) –

Sets the maximum pixel search distance for determining the interpolation direction.
mthresh (int) –

Controls the edge magnitude threshold used in edge detection for building the initial edge map.
noshift (bool | Sequence[bool]) –

Disables sub-pixel shifting after supersampling.
nt (int) –

Defines the noise threshold between pixels in the sliding vectors.
pp (int) –

Enables two optional post-processing modes designed to reduce artifacts by identifying problem areas
scaler (ComplexScalerLike) –

Scaler used for downscaling and shifting after supersampling.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.
vthresh (int) –

Controls the variance threshold used in edge detection.

cuda `class-attribute` `instance-attribute` ¶

cuda: bool = False

Enables the use of the CUDA variant for processing.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

dstr `class-attribute` `instance-attribute` ¶

dstr: int = 4

Defines the required number of edge pixels (>=) in a 3x3 area, in which the center pixel has not been detected as an edge pixel, for the center pixel to be added to the edge map.

estr `class-attribute` `instance-attribute` ¶

estr: int = 2

Defines the required number of edge pixels (<=) in a 3x3 area, in which the center pixel has been detected as an edge pixel, for the center pixel to be removed from the edge map.

lthresh `class-attribute` `instance-attribute` ¶

lthresh: int = 20

Controls the Laplacian threshold used in edge detection. Its range is from 0 to 510, with lower values detecting weaker lines.

map `class-attribute` `instance-attribute` ¶

map: int = 0

Allows one of three possible maps to be shown: - 0 = no map - 1 = edge map (Edge pixels will be set to 255 and non-edge pixels will be set to 0) - 2 = original scale direction map - 3 = 2x scale direction map

maxd `class-attribute` `instance-attribute` ¶

maxd: int = 24

Sets the maximum pixel search distance for determining the interpolation direction. Larger values allow the algorithm to connect edges and lines with smaller slopes but may introduce artifacts. In some cases, using a smaller maxd value can yield better results than a larger one. The maximum possible value for maxd is 29.

mthresh `class-attribute` `instance-attribute` ¶

mthresh: int = 10

Controls the edge magnitude threshold used in edge detection for building the initial edge map. Its range is from 0 to 255, with lower values detecting weaker edges.

noshift `class-attribute` `instance-attribute` ¶

noshift: bool | Sequence[bool] = False

Disables sub-pixel shifting after supersampling.

bool: Applies to both luma and chroma.
Sequence[bool]: First for luma, second for chroma.

nt `class-attribute` `instance-attribute` ¶

nt: int = 50

Defines the noise threshold between pixels in the sliding vectors. This value is used to determine initial starting conditions. Lower values typically reduce artifacts but may degrade edge reconstruction, while higher values can enhance edge reconstruction at the cost of introducing more artifacts. The valid range is from 0 to 256.

pp `class-attribute` `instance-attribute` ¶

pp: int = 1

Enables two optional post-processing modes designed to reduce artifacts by identifying problem areas and applying simple vertical linear interpolation in those areas. While these modes can improve results, they may slow down processing and slightly reduce edge sharpness. - 0 = No post-processing - 1 = Check for spatial consistency of final interpolation directions - 2 = Check for junctions and corners - 3 = Apply both checks from 1 and 2

Only pp=0 and pp=1 is implemented for the CUDA variant.

scaler `class-attribute` `instance-attribute` ¶

scaler: ComplexScalerLike = Catrom

Scaler used for downscaling and shifting after supersampling.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

vthresh `class-attribute` `instance-attribute` ¶

vthresh: int = 20

Controls the variance threshold used in edge detection. Its range is from 0 to a large number, with lower values detecting weaker edges.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Apply anti-aliasing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
direction ¶
(AADirection, default: BOTH ) –

Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Anti-aliased clip.

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AADirection = AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    """
    Apply anti-aliasing to the given clip.

    Args:
        clip: The input clip.
        direction: Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Anti-aliased clip.
    """
    assert check_variable(clip, self.antialias)

    for y in sorted((aa_dir for aa_dir in self.AADirection), key=lambda x: x.value, reverse=self.transpose_first):
        if direction in (y, self.AADirection.BOTH):
            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

            clip = self.deinterlace(clip, **kwargs)

            if self.double_rate:
                clip = core.std.Merge(clip[::2], clip[1::2])

            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

    return clip

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Source code in vsaa/deinterlacers.py

def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    return {
        "mthresh": self.mthresh,
        "lthresh": self.lthresh,
        "vthresh": self.vthresh,
        "estr": self.estr,
        "dstr": self.dstr,
        "maxd": self.maxd,
        "map": self.map,
        "nt": self.nt,
        "pp": self.pp,
    } | kwargs

kernel_radius ¶

kernel_radius() -> int

Source code in vsaa/deinterlacers.py

@Scaler.cachedproperty
def kernel_radius(self) -> int:
    return self.maxd

scale ¶

scale(
    clip: VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> ConstantFormatVideoNode

Scale the given clip using super sampling method.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNode) –

The source clip.
width ¶
(int | None, default: None ) –

Target width (defaults to clip width if None).
height ¶
(int | None, default: None ) –

Target height (defaults to clip height if None).
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the deinterlacing function.

Returns:

ConstantFormatVideoNode –

The scaled clip.

Source code in vsaa/deinterlacers.py

def scale(
    self,
    clip: vs.VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any,
) -> ConstantFormatVideoNode:
    """
    Scale the given clip using super sampling method.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        width: Target width (defaults to clip width if None).
        height: Target height (defaults to clip height if None).
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the deinterlacing function.

    Returns:
        The scaled clip.
    """
    assert check_variable(clip, self.scale)

    dims = self._wh_norm(clip, width, height)
    dest_dimensions = list(dims)
    sy, sx = shift

    cloc = list(ChromaLocation.from_video(clip).get_offsets(clip))
    subsampling = [2**clip.format.subsampling_w, 2**clip.format.subsampling_h]

    nshift: list[list[float]] = [
        normalize_seq(sx, clip.format.num_planes),
        normalize_seq(sy, clip.format.num_planes),
    ]

    if not self.transpose_first:
        dest_dimensions.reverse()
        cloc.reverse()
        subsampling.reverse()
        nshift.reverse()

    for x, dim in enumerate(dest_dimensions):
        is_width = (not x and self.transpose_first) or (not self.transpose_first and x)

        if is_width:
            clip = self.transpose(clip)

        while clip.height < dim:
            delta = max(nshift[x], key=lambda y: abs(y))
            tff = False if delta < 0 else True if delta > 0 else self.tff
            offset = -0.25 if tff else 0.25

            for y in range(clip.format.num_planes):
                if not y:
                    nshift[x][y] = (nshift[x][y] + offset) * 2
                else:
                    nshift[x][y] = (nshift[x][y] + offset) * 2 - cloc[x] / subsampling[x]

            clip = self._interpolate(clip, tff, False, True, **kwargs)

        if is_width:
            clip = self.transpose(clip)

    if not self.transpose_first:
        nshift.reverse()

    self._ss_shifts = nshift

    if self.noshift:
        noshift = normalize_seq(self.noshift, clip.format.num_planes)

        if all(noshift) and dims == (clip.width, clip.height):
            return clip

        for ns in nshift:
            for i in range(len(ns)):
                ns[i] *= not noshift[i]

    return ComplexScaler.ensure_obj(self.scaler, self.__class__).scale(  # type: ignore[return-value]
        clip, width, height, (nshift[1], nshift[0])
    )

supersample ¶

supersample(
    clip: VideoNodeT,
    rfactor: float = 2.0,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> VideoNodeT

Supersample a clip by a given scaling factor.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNodeT) –

The source clip.
rfactor ¶
(float, default: 2.0 ) –

Scaling factor for supersampling.
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the scale function.

Raises:

CustomValueError –

If resulting resolution is non-positive.

Returns:

VideoNodeT –

The supersampled clip.

Source code in vsaa/deinterlacers.py

def supersample(
    self, clip: VideoNodeT, rfactor: float = 2.0, shift: tuple[TopShift, LeftShift] = (0, 0), **kwargs: Any
) -> VideoNodeT:
    """
    Supersample a clip by a given scaling factor.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        rfactor: Scaling factor for supersampling.
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the scale function.

    Raises:
        CustomValueError: If resulting resolution is non-positive.

    Returns:
        The supersampled clip.
    """
    ...

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Transpose the input clip by swapping its horizontal and vertical axes.

Parameters:

clip ¶
(VideoNode) –

The input clip.

Returns:

ConstantFormatVideoNode –

The transposed clip.

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    """
    Transpose the input clip by swapping its horizontal and vertical axes.

    Args:
        clip: The input clip.

    Returns:
        The transposed clip.
    """
    return clip.std.Transpose()

EEDI3 `dataclass` ¶

EEDI3(
    alpha: float = 0.2,
    beta: float = 0.25,
    gamma: float = 20.0,
    nrad: int = 2,
    mdis: int = 20,
    ucubic: bool = True,
    cost3: bool = True,
    vcheck: int = 2,
    vthresh: tuple[float | None, float | None, float | None] | None = (
        32.0,
        64.0,
        4.0,
    ),
    sclip: (
        VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None
    ) = None,
    mclip: (
        VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None
    ) = None,
    *,
    tff: bool = False,
    double_rate: bool = True,
    transpose_first: bool = False,
    scaler: ComplexScalerLike = Catrom,
    noshift: bool | Sequence[bool] = False
)

Bases: SuperSampler

Enhanced Edge Directed Interpolation (3rd gen.)

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –
kernel_radius –
scale –
supersample –

Supersample a clip by a given scaling factor.
transpose –

Attributes:

alpha (float) –

Controls the weight given to connecting similar neighborhoods.
beta (float) –

Controls the weight given to the vertical difference created by the interpolation.
cost3 (bool) –

Defines the neighborhood cost function used to measure similarity.
double_rate (bool) –

Whether to double the FPS.
gamma (float) –

Penalizes changes in interpolation direction.
mclip (VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None) –

A mask used to apply edge-directed interpolation only to specified pixels.
mdis (int) –

Sets the maximum connection radius. The valid range is [1, 40].
noshift (bool | Sequence[bool]) –

Disables sub-pixel shifting after supersampling.
nrad (int) –

Sets the radius used for computing neighborhood similarity. The valid range is [0, 3].
scaler (ComplexScalerLike) –

Scaler used for downscaling and shifting after supersampling.
sclip (VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None) –

Provides additional control over the interpolation by using a reference clip.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.
ucubic (bool) –

Determines the type of interpolation used.
vcheck (int) –

Defines the reliability check level for the resulting interpolation. The possible values are:
vthresh (tuple[float | None, float | None, float | None] | None) –

Sequence of three thresholds:

alpha `class-attribute` `instance-attribute` ¶

alpha: float = 0.2

Controls the weight given to connecting similar neighborhoods. It must be in the range [0, 1]. A larger value for alpha will connect more lines and edges. Increasing alpha prioritizes connecting similar regions, which can reduce artifacts but may lead to excessive connections.

beta `class-attribute` `instance-attribute` ¶

beta: float = 0.25

Controls the weight given to the vertical difference created by the interpolation. It must also be in the range [0, 1], and the sum of alpha and beta must not exceed 1. A larger value for beta will reduce the number of connected lines and edges, making the result less directed by edges. At a value of 1.0, there will be no edge-directed interpolation at all.

cost3 `class-attribute` `instance-attribute` ¶

cost3: bool = True

Defines the neighborhood cost function used to measure similarity. - When cost3=True, a 3-neighborhood cost function is used. - When cost3=False, a 1-neighborhood cost function is applied.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

gamma `class-attribute` `instance-attribute` ¶

gamma: float = 20.0

Penalizes changes in interpolation direction. The larger the value of gamma, the smoother the interpolation field will be between two lines. The range for gamma is [0, ∞]. Increasing gamma results in a smoother interpolation between lines but may reduce the sharpness of edges.

If lines are not connecting properly, try increasing alpha and possibly decreasing beta/gamma. If unwanted artifacts occur, reduce alpha and consider increasing beta or gamma.

mclip `class-attribute` `instance-attribute` ¶

mclip: (
    VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None
) = None

A mask used to apply edge-directed interpolation only to specified pixels. Pixels where the mask value is 0 will be interpolated using cubic linear or bicubic methods instead. The primary purpose of the mask is to reduce computational overhead by limiting edge-directed interpolation to certain pixels.

mdis `class-attribute` `instance-attribute` ¶

mdis: int = 20

Sets the maximum connection radius. The valid range is [1, 40]. For example, with mdis=20, when interpolating the pixel at (50, 10) (x, y), the farthest connections allowed would be between (30, 9)/(70, 11) and (70, 9)/(30, 11). Larger values for mdis will allow connecting lines with smaller slopes, but this can also increase the chance of artifacts and slow down processing.

noshift `class-attribute` `instance-attribute` ¶

noshift: bool | Sequence[bool] = False

Disables sub-pixel shifting after supersampling.

bool: Applies to both luma and chroma.
Sequence[bool]: First for luma, second for chroma.

nrad `class-attribute` `instance-attribute` ¶

nrad: int = 2

Sets the radius used for computing neighborhood similarity. The valid range is [0, 3]. A larger value for nrad will consider a wider neighborhood for similarity, which can improve edge connections but may also increase processing time.

scaler `class-attribute` `instance-attribute` ¶

scaler: ComplexScalerLike = Catrom

Scaler used for downscaling and shifting after supersampling.

sclip `class-attribute` `instance-attribute` ¶

sclip: (
    VideoNode | VSFunctionNoArgs[VideoNode, ConstantFormatVideoNode] | None
) = None

Provides additional control over the interpolation by using a reference clip. If set to None, vertical cubic interpolation is used as a fallback method instead.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

ucubic `class-attribute` `instance-attribute` ¶

ucubic: bool = True

Determines the type of interpolation used. - When ucubic=True, cubic 4-point interpolation is applied. - When ucubic=False, 2-point linear interpolation is used.

vcheck `class-attribute` `instance-attribute` ¶

vcheck: int = 2

Defines the reliability check level for the resulting interpolation. The possible values are: - 0: No reliability check - 1: Weak reliability check - 2: Medium reliability check - 3: Strong reliability check

vthresh `class-attribute` `instance-attribute` ¶

vthresh: tuple[float | None, float | None, float | None] | None = (
    32.0,
    64.0,
    4.0,
)

Sequence of three thresholds: - vthresh[0]: Used to calculate the reliability for the first difference. - vthresh[1]: Used for the second difference. - vthresh[2]: Controls the weighting of the interpolation direction.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AntiAliaser.AADirection = AntiAliaser.AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    kwargs = self._set_sclip_mclip(kwargs)

    if self.sclip and self.double_rate:
        if callable(self.sclip):
            self.sclip = self.sclip(clip)

        self.sclip = core.std.Interleave([self.sclip, self.sclip])

    return super().antialias(clip, direction, **kwargs)

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Source code in vsaa/deinterlacers.py

def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    if self.vthresh is None:
        self.vthresh = (None, None, None)

    eedi3_kwargs = {
        "alpha": self.alpha,
        "beta": self.beta,
        "gamma": self.gamma,
        "nrad": self.nrad,
        "mdis": self.mdis,
        "ucubic": self.ucubic,
        "cost3": self.cost3,
        "vcheck": self.vcheck,
        "vthresh0": self.vthresh[0],
        "vthresh1": self.vthresh[1],
        "vthresh2": self.vthresh[2],
        "sclip": self.sclip,
        "mclip": self.mclip,
    }

    return eedi3_kwargs | kwargs

kernel_radius ¶

kernel_radius() -> int

Source code in vsaa/deinterlacers.py

@Scaler.cachedproperty
def kernel_radius(self) -> int:
    return self.mdis

scale ¶

scale(
    clip: VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> ConstantFormatVideoNode

Source code in vsaa/deinterlacers.py

def scale(
    self,
    clip: vs.VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any,
) -> ConstantFormatVideoNode:
    return super().scale(clip, width, height, shift, **self._set_sclip_mclip(kwargs))

supersample ¶

supersample(
    clip: VideoNodeT,
    rfactor: float = 2.0,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> VideoNodeT

Supersample a clip by a given scaling factor.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNodeT) –

The source clip.
rfactor ¶
(float, default: 2.0 ) –

Scaling factor for supersampling.
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the scale function.

Raises:

CustomValueError –

If resulting resolution is non-positive.

Returns:

VideoNodeT –

The supersampled clip.

Source code in vsaa/deinterlacers.py

def supersample(
    self, clip: VideoNodeT, rfactor: float = 2.0, shift: tuple[TopShift, LeftShift] = (0, 0), **kwargs: Any
) -> VideoNodeT:
    """
    Supersample a clip by a given scaling factor.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        rfactor: Scaling factor for supersampling.
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the scale function.

    Raises:
        CustomValueError: If resulting resolution is non-positive.

    Returns:
        The supersampled clip.
    """
    ...

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    if isinstance(self.sclip, vs.VideoNode):
        self.sclip = self.sclip.std.Transpose()

    if isinstance(self.mclip, vs.VideoNode):
        self.mclip = self.mclip.std.Transpose()

    return super().transpose(clip)

NNEDI3 `dataclass` ¶

NNEDI3(
    nsize: int = 0,
    nns: int = 4,
    qual: int = 2,
    etype: int = 0,
    pscrn: int | None = 1,
    opencl: bool = False,
    *,
    tff: bool = False,
    double_rate: bool = True,
    transpose_first: bool = False,
    scaler: ComplexScalerLike = Catrom,
    noshift: bool | Sequence[bool] = False
)

Bases: SuperSampler

Neural Network Edge Directed Interpolation (3rd gen.)

More informations: https://github.com/sekrit-twc/znedi3

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –

Apply anti-aliasing to the given clip.
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –
kernel_radius –
scale –

Scale the given clip using super sampling method.
supersample –

Supersample a clip by a given scaling factor.
transpose –

Transpose the input clip by swapping its horizontal and vertical axes.

Attributes:

double_rate (bool) –

Whether to double the FPS.
etype (int) –

The set of weights used in the predictor neural network. Possible values:
nns (int) –

Number of neurons in the predictor neural network. Possible values:
noshift (bool | Sequence[bool]) –

Disables sub-pixel shifting after supersampling.
nsize (int) –

Size of the local neighbourhood around each pixel used by the predictor neural network.
opencl (bool) –

Enables the use of the OpenCL variant.
pscrn (int | None) –

The prescreener used to decide which pixels should be processed by the predictor neural network,
qual (int) –

The number of different neural network predictions that are blended together to compute the final output value.
scaler (ComplexScalerLike) –

Scaler used for downscaling and shifting after supersampling.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

etype `class-attribute` `instance-attribute` ¶

etype: int = 0

The set of weights used in the predictor neural network. Possible values: - 0: Weights trained to minimise absolute error. - 1: Weights trained to minimise squared error.

nns `class-attribute` `instance-attribute` ¶

nns: int = 4

Number of neurons in the predictor neural network. Possible values: - 0: 16 - 1: 32 - 2: 64 - 3: 128 - 4: 256

Wrapper default is 4, plugin default is 1.

noshift `class-attribute` `instance-attribute` ¶

noshift: bool | Sequence[bool] = False

Disables sub-pixel shifting after supersampling.

bool: Applies to both luma and chroma.
Sequence[bool]: First for luma, second for chroma.

nsize `class-attribute` `instance-attribute` ¶

nsize: int = 0

Size of the local neighbourhood around each pixel used by the predictor neural network. Possible settings: - 0: 8x6 - 1: 16x6 - 2: 32x6 - 3: 48x6 - 4: 8x4 - 5: 16x4 - 6: 32x4

Wrapper default is 0, plugin default is 6.

opencl `class-attribute` `instance-attribute` ¶

opencl: bool = False

Enables the use of the OpenCL variant.

pscrn `class-attribute` `instance-attribute` ¶

pscrn: int | None = 1

The prescreener used to decide which pixels should be processed by the predictor neural network, and which can be handled by simple cubic interpolation. Since most pixels can be handled by cubic interpolation, using the prescreener generally results in much faster processing. Possible values: - 0: No prescreening. No pixels will be processed with cubic interpolation. This is really slow. - 1: Old prescreener. - 2: New prescreener level 0. - 3: New prescreener level 1. - 4: New prescreener level 2.

The new prescreener is not available with float input.

Wrapper default is 1, plugin default is 2 for integer input and 1 for float input.

qual `class-attribute` `instance-attribute` ¶

qual: int = 2

The number of different neural network predictions that are blended together to compute the final output value. Each neural network was trained on a different set of training data. Blending the results of these different networks improves generalisation to unseen data. Possible values are 1 and 2.

Wrapper default is 2, plugin default is 1.

scaler `class-attribute` `instance-attribute` ¶

scaler: ComplexScalerLike = Catrom

Scaler used for downscaling and shifting after supersampling.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Apply anti-aliasing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
direction ¶
(AADirection, default: BOTH ) –

Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Anti-aliased clip.

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AADirection = AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    """
    Apply anti-aliasing to the given clip.

    Args:
        clip: The input clip.
        direction: Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Anti-aliased clip.
    """
    assert check_variable(clip, self.antialias)

    for y in sorted((aa_dir for aa_dir in self.AADirection), key=lambda x: x.value, reverse=self.transpose_first):
        if direction in (y, self.AADirection.BOTH):
            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

            clip = self.deinterlace(clip, **kwargs)

            if self.double_rate:
                clip = core.std.Merge(clip[::2], clip[1::2])

            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

    return clip

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Source code in vsaa/deinterlacers.py

def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    return {
        "nsize": self.nsize,
        "nns": self.nns,
        "qual": self.qual,
        "etype": self.etype,
        "pscrn": self.pscrn,
    } | kwargs

kernel_radius ¶

kernel_radius() -> int

Source code in vsaa/deinterlacers.py

@Scaler.cachedproperty
def kernel_radius(self) -> int:
    match self.nsize:
        case 0 | 4:
            return 8
        case 1 | 5:
            return 16
        case 3:
            return 48
        case _:
            return 32

scale ¶

scale(
    clip: VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> ConstantFormatVideoNode

Scale the given clip using super sampling method.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNode) –

The source clip.
width ¶
(int | None, default: None ) –

Target width (defaults to clip width if None).
height ¶
(int | None, default: None ) –

Target height (defaults to clip height if None).
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the deinterlacing function.

Returns:

ConstantFormatVideoNode –

The scaled clip.

Source code in vsaa/deinterlacers.py

def scale(
    self,
    clip: vs.VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any,
) -> ConstantFormatVideoNode:
    """
    Scale the given clip using super sampling method.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        width: Target width (defaults to clip width if None).
        height: Target height (defaults to clip height if None).
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the deinterlacing function.

    Returns:
        The scaled clip.
    """
    assert check_variable(clip, self.scale)

    dims = self._wh_norm(clip, width, height)
    dest_dimensions = list(dims)
    sy, sx = shift

    cloc = list(ChromaLocation.from_video(clip).get_offsets(clip))
    subsampling = [2**clip.format.subsampling_w, 2**clip.format.subsampling_h]

    nshift: list[list[float]] = [
        normalize_seq(sx, clip.format.num_planes),
        normalize_seq(sy, clip.format.num_planes),
    ]

    if not self.transpose_first:
        dest_dimensions.reverse()
        cloc.reverse()
        subsampling.reverse()
        nshift.reverse()

    for x, dim in enumerate(dest_dimensions):
        is_width = (not x and self.transpose_first) or (not self.transpose_first and x)

        if is_width:
            clip = self.transpose(clip)

        while clip.height < dim:
            delta = max(nshift[x], key=lambda y: abs(y))
            tff = False if delta < 0 else True if delta > 0 else self.tff
            offset = -0.25 if tff else 0.25

            for y in range(clip.format.num_planes):
                if not y:
                    nshift[x][y] = (nshift[x][y] + offset) * 2
                else:
                    nshift[x][y] = (nshift[x][y] + offset) * 2 - cloc[x] / subsampling[x]

            clip = self._interpolate(clip, tff, False, True, **kwargs)

        if is_width:
            clip = self.transpose(clip)

    if not self.transpose_first:
        nshift.reverse()

    self._ss_shifts = nshift

    if self.noshift:
        noshift = normalize_seq(self.noshift, clip.format.num_planes)

        if all(noshift) and dims == (clip.width, clip.height):
            return clip

        for ns in nshift:
            for i in range(len(ns)):
                ns[i] *= not noshift[i]

    return ComplexScaler.ensure_obj(self.scaler, self.__class__).scale(  # type: ignore[return-value]
        clip, width, height, (nshift[1], nshift[0])
    )

supersample ¶

supersample(
    clip: VideoNodeT,
    rfactor: float = 2.0,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> VideoNodeT

Supersample a clip by a given scaling factor.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNodeT) –

The source clip.
rfactor ¶
(float, default: 2.0 ) –

Scaling factor for supersampling.
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the scale function.

Raises:

CustomValueError –

If resulting resolution is non-positive.

Returns:

VideoNodeT –

The supersampled clip.

Source code in vsaa/deinterlacers.py

def supersample(
    self, clip: VideoNodeT, rfactor: float = 2.0, shift: tuple[TopShift, LeftShift] = (0, 0), **kwargs: Any
) -> VideoNodeT:
    """
    Supersample a clip by a given scaling factor.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        rfactor: Scaling factor for supersampling.
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the scale function.

    Raises:
        CustomValueError: If resulting resolution is non-positive.

    Returns:
        The supersampled clip.
    """
    ...

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Transpose the input clip by swapping its horizontal and vertical axes.

Parameters:

clip ¶
(VideoNode) –

The input clip.

Returns:

ConstantFormatVideoNode –

The transposed clip.

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    """
    Transpose the input clip by swapping its horizontal and vertical axes.

    Args:
        clip: The input clip.

    Returns:
        The transposed clip.
    """
    return clip.std.Transpose()

SangNom `dataclass` ¶

SangNom(
    aa: int | Sequence[int] | None = None,
    *,
    tff: bool = False,
    double_rate: bool = True,
    transpose_first: bool = False,
    scaler: ComplexScalerLike = Catrom,
    noshift: bool | Sequence[bool] = False
)

Bases: SuperSampler

SangNom single field deinterlacer using edge-directed interpolation

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –

Apply anti-aliasing to the given clip.
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –
scale –

Scale the given clip using super sampling method.
supersample –

Supersample a clip by a given scaling factor.
transpose –

Transpose the input clip by swapping its horizontal and vertical axes.

Attributes:

aa (int | Sequence[int] | None) –

The strength of luma anti-aliasing, applied to an 8-bit clip.
double_rate (bool) –

Whether to double the FPS.
noshift (bool | Sequence[bool]) –

Disables sub-pixel shifting after supersampling.
scaler (ComplexScalerLike) –

Scaler used for downscaling and shifting after supersampling.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.

aa `class-attribute` `instance-attribute` ¶

aa: int | Sequence[int] | None = None

The strength of luma anti-aliasing, applied to an 8-bit clip. Must be an integer between 0 and 128, inclusive.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

noshift `class-attribute` `instance-attribute` ¶

noshift: bool | Sequence[bool] = False

Disables sub-pixel shifting after supersampling.

bool: Applies to both luma and chroma.
Sequence[bool]: First for luma, second for chroma.

scaler `class-attribute` `instance-attribute` ¶

scaler: ComplexScalerLike = Catrom

Scaler used for downscaling and shifting after supersampling.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Apply anti-aliasing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
direction ¶
(AADirection, default: BOTH ) –

Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Anti-aliased clip.

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AADirection = AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    """
    Apply anti-aliasing to the given clip.

    Args:
        clip: The input clip.
        direction: Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Anti-aliased clip.
    """
    assert check_variable(clip, self.antialias)

    for y in sorted((aa_dir for aa_dir in self.AADirection), key=lambda x: x.value, reverse=self.transpose_first):
        if direction in (y, self.AADirection.BOTH):
            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

            clip = self.deinterlace(clip, **kwargs)

            if self.double_rate:
                clip = core.std.Merge(clip[::2], clip[1::2])

            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

    return clip

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Source code in vsaa/deinterlacers.py

def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    return {"aa": self.aa} | kwargs

scale ¶

scale(
    clip: VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> ConstantFormatVideoNode

Scale the given clip using super sampling method.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNode) –

The source clip.
width ¶
(int | None, default: None ) –

Target width (defaults to clip width if None).
height ¶
(int | None, default: None ) –

Target height (defaults to clip height if None).
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the deinterlacing function.

Returns:

ConstantFormatVideoNode –

The scaled clip.

Source code in vsaa/deinterlacers.py

def scale(
    self,
    clip: vs.VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any,
) -> ConstantFormatVideoNode:
    """
    Scale the given clip using super sampling method.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        width: Target width (defaults to clip width if None).
        height: Target height (defaults to clip height if None).
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the deinterlacing function.

    Returns:
        The scaled clip.
    """
    assert check_variable(clip, self.scale)

    dims = self._wh_norm(clip, width, height)
    dest_dimensions = list(dims)
    sy, sx = shift

    cloc = list(ChromaLocation.from_video(clip).get_offsets(clip))
    subsampling = [2**clip.format.subsampling_w, 2**clip.format.subsampling_h]

    nshift: list[list[float]] = [
        normalize_seq(sx, clip.format.num_planes),
        normalize_seq(sy, clip.format.num_planes),
    ]

    if not self.transpose_first:
        dest_dimensions.reverse()
        cloc.reverse()
        subsampling.reverse()
        nshift.reverse()

    for x, dim in enumerate(dest_dimensions):
        is_width = (not x and self.transpose_first) or (not self.transpose_first and x)

        if is_width:
            clip = self.transpose(clip)

        while clip.height < dim:
            delta = max(nshift[x], key=lambda y: abs(y))
            tff = False if delta < 0 else True if delta > 0 else self.tff
            offset = -0.25 if tff else 0.25

            for y in range(clip.format.num_planes):
                if not y:
                    nshift[x][y] = (nshift[x][y] + offset) * 2
                else:
                    nshift[x][y] = (nshift[x][y] + offset) * 2 - cloc[x] / subsampling[x]

            clip = self._interpolate(clip, tff, False, True, **kwargs)

        if is_width:
            clip = self.transpose(clip)

    if not self.transpose_first:
        nshift.reverse()

    self._ss_shifts = nshift

    if self.noshift:
        noshift = normalize_seq(self.noshift, clip.format.num_planes)

        if all(noshift) and dims == (clip.width, clip.height):
            return clip

        for ns in nshift:
            for i in range(len(ns)):
                ns[i] *= not noshift[i]

    return ComplexScaler.ensure_obj(self.scaler, self.__class__).scale(  # type: ignore[return-value]
        clip, width, height, (nshift[1], nshift[0])
    )

supersample ¶

supersample(
    clip: VideoNodeT,
    rfactor: float = 2.0,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> VideoNodeT

Supersample a clip by a given scaling factor.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNodeT) –

The source clip.
rfactor ¶
(float, default: 2.0 ) –

Scaling factor for supersampling.
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the scale function.

Raises:

CustomValueError –

If resulting resolution is non-positive.

Returns:

VideoNodeT –

The supersampled clip.

Source code in vsaa/deinterlacers.py

def supersample(
    self, clip: VideoNodeT, rfactor: float = 2.0, shift: tuple[TopShift, LeftShift] = (0, 0), **kwargs: Any
) -> VideoNodeT:
    """
    Supersample a clip by a given scaling factor.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        rfactor: Scaling factor for supersampling.
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the scale function.

    Raises:
        CustomValueError: If resulting resolution is non-positive.

    Returns:
        The supersampled clip.
    """
    ...

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Transpose the input clip by swapping its horizontal and vertical axes.

Parameters:

clip ¶
(VideoNode) –

The input clip.

Returns:

ConstantFormatVideoNode –

The transposed clip.

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    """
    Transpose the input clip by swapping its horizontal and vertical axes.

    Args:
        clip: The input clip.

    Returns:
        The transposed clip.
    """
    return clip.std.Transpose()

SuperSampler `dataclass` ¶

SuperSampler(
    *,
    tff: bool = False,
    double_rate: bool = True,
    transpose_first: bool = False,
    scaler: ComplexScalerLike = Catrom,
    noshift: bool | Sequence[bool] = False
)

Bases: AntiAliaser, Scaler, ABC

Abstract base class for supersampling operations.

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –

Apply anti-aliasing to the given clip.
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –

Retrieves arguments for deinterlacing processing.
scale –

Scale the given clip using super sampling method.
supersample –

Supersample a clip by a given scaling factor.
transpose –

Transpose the input clip by swapping its horizontal and vertical axes.

Attributes:

double_rate (bool) –

Whether to double the FPS.
noshift (bool | Sequence[bool]) –

Disables sub-pixel shifting after supersampling.
scaler (ComplexScalerLike) –

Scaler used for downscaling and shifting after supersampling.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

noshift `class-attribute` `instance-attribute` ¶

noshift: bool | Sequence[bool] = False

Disables sub-pixel shifting after supersampling.

bool: Applies to both luma and chroma.
Sequence[bool]: First for luma, second for chroma.

scaler `class-attribute` `instance-attribute` ¶

scaler: ComplexScalerLike = Catrom

Scaler used for downscaling and shifting after supersampling.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Apply anti-aliasing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
direction ¶
(AADirection, default: BOTH ) –

Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Anti-aliased clip.

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AADirection = AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    """
    Apply anti-aliasing to the given clip.

    Args:
        clip: The input clip.
        direction: Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Anti-aliased clip.
    """
    assert check_variable(clip, self.antialias)

    for y in sorted((aa_dir for aa_dir in self.AADirection), key=lambda x: x.value, reverse=self.transpose_first):
        if direction in (y, self.AADirection.BOTH):
            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

            clip = self.deinterlace(clip, **kwargs)

            if self.double_rate:
                clip = core.std.Merge(clip[::2], clip[1::2])

            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

    return clip

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args `abstractmethod` ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Retrieves arguments for deinterlacing processing.

Parameters:

**kwargs ¶
(Any, default: {} ) –

Additional arguments.

Returns:

dict[str, Any] –

Passed keyword arguments.

Source code in vsaa/deinterlacers.py

@abstractmethod
def get_deint_args(self, **kwargs: Any) -> dict[str, Any]:
    """
    Retrieves arguments for deinterlacing processing.

    Args:
        **kwargs: Additional arguments.

    Returns:
        Passed keyword arguments.
    """
    return kwargs

scale ¶

scale(
    clip: VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> ConstantFormatVideoNode

Scale the given clip using super sampling method.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNode) –

The source clip.
width ¶
(int | None, default: None ) –

Target width (defaults to clip width if None).
height ¶
(int | None, default: None ) –

Target height (defaults to clip height if None).
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the deinterlacing function.

Returns:

ConstantFormatVideoNode –

The scaled clip.

Source code in vsaa/deinterlacers.py

def scale(
    self,
    clip: vs.VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any,
) -> ConstantFormatVideoNode:
    """
    Scale the given clip using super sampling method.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        width: Target width (defaults to clip width if None).
        height: Target height (defaults to clip height if None).
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the deinterlacing function.

    Returns:
        The scaled clip.
    """
    assert check_variable(clip, self.scale)

    dims = self._wh_norm(clip, width, height)
    dest_dimensions = list(dims)
    sy, sx = shift

    cloc = list(ChromaLocation.from_video(clip).get_offsets(clip))
    subsampling = [2**clip.format.subsampling_w, 2**clip.format.subsampling_h]

    nshift: list[list[float]] = [
        normalize_seq(sx, clip.format.num_planes),
        normalize_seq(sy, clip.format.num_planes),
    ]

    if not self.transpose_first:
        dest_dimensions.reverse()
        cloc.reverse()
        subsampling.reverse()
        nshift.reverse()

    for x, dim in enumerate(dest_dimensions):
        is_width = (not x and self.transpose_first) or (not self.transpose_first and x)

        if is_width:
            clip = self.transpose(clip)

        while clip.height < dim:
            delta = max(nshift[x], key=lambda y: abs(y))
            tff = False if delta < 0 else True if delta > 0 else self.tff
            offset = -0.25 if tff else 0.25

            for y in range(clip.format.num_planes):
                if not y:
                    nshift[x][y] = (nshift[x][y] + offset) * 2
                else:
                    nshift[x][y] = (nshift[x][y] + offset) * 2 - cloc[x] / subsampling[x]

            clip = self._interpolate(clip, tff, False, True, **kwargs)

        if is_width:
            clip = self.transpose(clip)

    if not self.transpose_first:
        nshift.reverse()

    self._ss_shifts = nshift

    if self.noshift:
        noshift = normalize_seq(self.noshift, clip.format.num_planes)

        if all(noshift) and dims == (clip.width, clip.height):
            return clip

        for ns in nshift:
            for i in range(len(ns)):
                ns[i] *= not noshift[i]

    return ComplexScaler.ensure_obj(self.scaler, self.__class__).scale(  # type: ignore[return-value]
        clip, width, height, (nshift[1], nshift[0])
    )

supersample ¶

supersample(
    clip: VideoNodeT,
    rfactor: float = 2.0,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> VideoNodeT

Supersample a clip by a given scaling factor.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNodeT) –

The source clip.
rfactor ¶
(float, default: 2.0 ) –

Scaling factor for supersampling.
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the scale function.

Raises:

CustomValueError –

If resulting resolution is non-positive.

Returns:

VideoNodeT –

The supersampled clip.

Source code in vsaa/deinterlacers.py

def supersample(
    self, clip: VideoNodeT, rfactor: float = 2.0, shift: tuple[TopShift, LeftShift] = (0, 0), **kwargs: Any
) -> VideoNodeT:
    """
    Supersample a clip by a given scaling factor.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        rfactor: Scaling factor for supersampling.
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the scale function.

    Raises:
        CustomValueError: If resulting resolution is non-positive.

    Returns:
        The supersampled clip.
    """
    ...

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Transpose the input clip by swapping its horizontal and vertical axes.

Parameters:

clip ¶
(VideoNode) –

The input clip.

Returns:

ConstantFormatVideoNode –

The transposed clip.

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    """
    Transpose the input clip by swapping its horizontal and vertical axes.

    Args:
        clip: The input clip.

    Returns:
        The transposed clip.
    """
    return clip.std.Transpose()

SuperSamplerProcess ¶

SuperSamplerProcess(
    *,
    function: VSFunctionNoArgs[VideoNode, VideoNode],
    noshift: bool | Sequence[bool] = True,
    **kwargs: Any
)

Bases: MixedScalerProcess[_SuperSamplerWithNNEDI3DefaultT, Point], _ConcreteSuperSampler

A utility SuperSampler class that applies a given function to a supersampled clip, then downsamples it back using Point.

If used without a specified scaler, it defaults to inheriting from NNEDI3.

Initialize the SuperSamplerProcess.

Note

Chroma planes will not align properly during processing. Avoid using this class if accurate chroma placement relative to luma is required.

Example:

processed = SuperSamplerProcess[NNEDI3](function=lambda clip: cool_function(clip, ...)).supersample(
    src, rfactor=2
)

Parameters:

function ¶
(VSFunctionNoArgs[VideoNode, VideoNode]) –

A function to apply on the supersampled clip.
noshift ¶
(bool | Sequence[bool], default: True ) –
Disables sub-pixel shifting after supersampling.
- bool: Applies to both luma and chroma.
- Sequence[bool]: First for luma, second for chroma.
**kwargs ¶
(Any, default: {} ) –

Additional arguments to the specialized SuperSampler.

Classes:

AADirection –

Enum representing the direction(s) in which anti-aliasing should be applied.

Methods:

antialias –

Apply anti-aliasing to the given clip.
bob –

Apply bob deinterlacing to the given clip.
copy –

Returns a new Antialiaser class replacing specified fields with new values
deinterlace –

Apply deinterlacing to the given clip.
get_deint_args –
scale –
supersample –

Supersample a clip by a given scaling factor.
transpose –

Transpose the input clip by swapping its horizontal and vertical axes.

Attributes:

double_rate (bool) –

Whether to double the FPS.
noshift (bool | Sequence[bool]) –

Disables sub-pixel shifting after supersampling.
scaler (ComplexScalerLike) –

Scaler used for downscaling and shifting after supersampling.
tff (bool) –

The field order.
transpose_first (bool) –

Transpose the clip before any operation.

Source code in vsaa/deinterlacers.py

def __init__(
    self,
    *,
    function: VSFunctionNoArgs[vs.VideoNode, vs.VideoNode],
    noshift: bool | Sequence[bool] = True,
    **kwargs: Any,
) -> None:
    """
    Initialize the SuperSamplerProcess.

    Note:
        Chroma planes will not align properly during processing.
        Avoid using this class if accurate chroma placement relative to luma is required.

    Example:
    ```py
    processed = SuperSamplerProcess[NNEDI3](function=lambda clip: cool_function(clip, ...)).supersample(
        src, rfactor=2
    )
    ```

    Args:
        function: A function to apply on the supersampled clip.
        noshift: Disables sub-pixel shifting after supersampling.

               - `bool`: Applies to both luma and chroma.
               - `Sequence[bool]`: First for luma, second for chroma.

        **kwargs: Additional arguments to the specialized SuperSampler.
    """
    super().__init__(function=function, noshift=noshift, **kwargs)

double_rate `class-attribute` `instance-attribute` ¶

double_rate: bool = True

Whether to double the FPS.

noshift `class-attribute` `instance-attribute` ¶

noshift: bool | Sequence[bool] = False

Disables sub-pixel shifting after supersampling.

bool: Applies to both luma and chroma.
Sequence[bool]: First for luma, second for chroma.

scaler `class-attribute` `instance-attribute` ¶

scaler: ComplexScalerLike = Catrom

Scaler used for downscaling and shifting after supersampling.

tff `class-attribute` `instance-attribute` ¶

tff: bool = False

The field order.

transpose_first `class-attribute` `instance-attribute` ¶

transpose_first: bool = False

Transpose the clip before any operation.

AADirection ¶

Bases: IntFlag

Enum representing the direction(s) in which anti-aliasing should be applied.

Attributes:

BOTH –

Apply anti-aliasing in both horizontal and vertical directions.
HORIZONTAL –

Apply anti-aliasing in the horizontal direction.
VERTICAL –

Apply anti-aliasing in the vertical direction.

BOTH `class-attribute` `instance-attribute` ¶

BOTH = VERTICAL | HORIZONTAL

Apply anti-aliasing in both horizontal and vertical directions.

HORIZONTAL `class-attribute` `instance-attribute` ¶

HORIZONTAL = auto()

Apply anti-aliasing in the horizontal direction.

VERTICAL `class-attribute` `instance-attribute` ¶

VERTICAL = auto()

Apply anti-aliasing in the vertical direction.

antialias ¶

antialias(
    clip: VideoNode, direction: AADirection = BOTH, **kwargs: Any
) -> ConstantFormatVideoNode

Apply anti-aliasing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
direction ¶
(AADirection, default: BOTH ) –

Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Anti-aliased clip.

Source code in vsaa/deinterlacers.py

def antialias(
    self, clip: vs.VideoNode, direction: AADirection = AADirection.BOTH, **kwargs: Any
) -> ConstantFormatVideoNode:
    """
    Apply anti-aliasing to the given clip.

    Args:
        clip: The input clip.
        direction: Direction in which to apply anti-aliasing. Defaults to AADirection.BOTH.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Anti-aliased clip.
    """
    assert check_variable(clip, self.antialias)

    for y in sorted((aa_dir for aa_dir in self.AADirection), key=lambda x: x.value, reverse=self.transpose_first):
        if direction in (y, self.AADirection.BOTH):
            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

            clip = self.deinterlace(clip, **kwargs)

            if self.double_rate:
                clip = core.std.Merge(clip[::2], clip[1::2])

            if y == self.AADirection.HORIZONTAL:
                clip = self.transpose(clip)

    return clip

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply bob deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply bob deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, True, False, **kwargs)

copy ¶

copy(**kwargs: Any) -> Self

Returns a new Antialiaser class replacing specified fields with new values

Source code in vsaa/deinterlacers.py

def copy(self, **kwargs: Any) -> Self:
    """
    Returns a new Antialiaser class replacing specified fields with new values
    """
    return replace(self, **kwargs)

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Apply deinterlacing to the given clip.

Parameters:

clip ¶
(VideoNode) –

The input clip.
**kwargs ¶
(Any, default: {} ) –

Additional arguments passed to the plugin function.

Returns:

ConstantFormatVideoNode –

Deinterlaced clip.

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode:
    """
    Apply deinterlacing to the given clip.

    Args:
        clip: The input clip.
        **kwargs: Additional arguments passed to the plugin function.

    Returns:
        Deinterlaced clip.
    """
    return self._interpolate(clip, self.tff, self.double_rate, False, **kwargs)

get_deint_args ¶

get_deint_args(**kwargs: Any) -> dict[str, Any]

Source code in vsaa/deinterlacers.py

def get_deint_args(self, **kwargs: Any) -> dict[str, Any]: ...

scale ¶

scale(
    clip: VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> ConstantFormatVideoNode

Source code in vsaa/deinterlacers.py

def scale(
    self,
    clip: vs.VideoNode,
    width: int | None = None,
    height: int | None = None,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any,
) -> ConstantFormatVideoNode:
    ss_clip = super().scale(clip, width, height, shift, **kwargs)

    processed = self.function(ss_clip)

    return self._others[0].scale(
        processed,
        clip.width,
        clip.height,
        tuple([round(s - 1e-6) for s in dim_shifts] for dim_shifts in reversed(self._ss_shifts)),  # type: ignore[return-value, arg-type]
    )

supersample ¶

supersample(
    clip: VideoNodeT,
    rfactor: float = 2.0,
    shift: tuple[TopShift, LeftShift] = (0, 0),
    **kwargs: Any
) -> VideoNodeT

Supersample a clip by a given scaling factor.

Note: Setting tff=True results in less chroma shift for non-centered chroma locations.

Parameters:

clip ¶
(VideoNodeT) –

The source clip.
rfactor ¶
(float, default: 2.0 ) –

Scaling factor for supersampling.
shift ¶
(tuple[TopShift, LeftShift], default: (0, 0) ) –

Subpixel shift (top, left) applied during scaling.
**kwargs ¶
(Any, default: {} ) –

Additional arguments forwarded to the scale function.

Raises:

CustomValueError –

If resulting resolution is non-positive.

Returns:

VideoNodeT –

The supersampled clip.

Source code in vsaa/deinterlacers.py

def supersample(
    self, clip: VideoNodeT, rfactor: float = 2.0, shift: tuple[TopShift, LeftShift] = (0, 0), **kwargs: Any
) -> VideoNodeT:
    """
    Supersample a clip by a given scaling factor.

    Note: Setting `tff=True` results in less chroma shift for non-centered chroma locations.

    Args:
        clip: The source clip.
        rfactor: Scaling factor for supersampling.
        shift: Subpixel shift (top, left) applied during scaling.
        **kwargs: Additional arguments forwarded to the scale function.

    Raises:
        CustomValueError: If resulting resolution is non-positive.

    Returns:
        The supersampled clip.
    """
    ...

transpose ¶

transpose(clip: VideoNode) -> ConstantFormatVideoNode

Transpose the input clip by swapping its horizontal and vertical axes.

Parameters:

clip ¶
(VideoNode) –

The input clip.

Returns:

ConstantFormatVideoNode –

The transposed clip.

Source code in vsaa/deinterlacers.py

def transpose(self, clip: vs.VideoNode) -> ConstantFormatVideoNode:
    """
    Transpose the input clip by swapping its horizontal and vertical axes.

    Args:
        clip: The input clip.

    Returns:
        The transposed clip.
    """
    return clip.std.Transpose()

SupportsBobDeinterlace ¶

Bases: Protocol

Protocol for classes that support bob deinterlacing.

Methods:

bob –
deinterlace –

bob ¶

bob(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Source code in vsaa/deinterlacers.py

def bob(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode: ...

deinterlace ¶

deinterlace(clip: VideoNode, **kwargs: Any) -> ConstantFormatVideoNode

Source code in vsaa/deinterlacers.py

def deinterlace(self, clip: vs.VideoNode, **kwargs: Any) -> ConstantFormatVideoNode: ...

deinterlacers ¶

AntiAliaser dataclass ¶

double_rate class-attribute instance-attribute ¶

tff class-attribute instance-attribute ¶

transpose_first class-attribute instance-attribute ¶

AADirection ¶

BOTH class-attribute instance-attribute ¶

HORIZONTAL class-attribute instance-attribute ¶

VERTICAL class-attribute instance-attribute ¶

antialias ¶

clip ¶

direction ¶

**kwargs ¶

bob ¶

clip ¶

**kwargs ¶

copy ¶

deinterlace ¶

clip ¶

**kwargs ¶

get_deint_args abstractmethod ¶

**kwargs ¶

transpose ¶

clip ¶

BWDIF dataclass ¶

double_rate class-attribute instance-attribute ¶

edeint class-attribute instance-attribute ¶

tff class-attribute instance-attribute ¶

bob ¶

clip ¶

**kwargs ¶

copy ¶

deinterlace ¶

clip ¶

**kwargs ¶

get_deint_args ¶

Deinterlacer dataclass ¶

double_rate class-attribute instance-attribute ¶

tff class-attribute instance-attribute ¶

bob ¶

clip ¶

**kwargs ¶

copy ¶

deinterlace ¶

clip ¶

**kwargs ¶

get_deint_args abstractmethod ¶

**kwargs ¶

EEDI2 dataclass ¶

cuda class-attribute instance-attribute ¶

double_rate class-attribute instance-attribute ¶

dstr class-attribute instance-attribute ¶

estr class-attribute instance-attribute ¶

lthresh class-attribute instance-attribute ¶

map class-attribute instance-attribute ¶

maxd class-attribute instance-attribute ¶

mthresh class-attribute instance-attribute ¶

noshift class-attribute instance-attribute ¶

nt class-attribute instance-attribute ¶

pp class-attribute instance-attribute ¶

scaler class-attribute instance-attribute ¶

tff class-attribute instance-attribute ¶

transpose_first class-attribute instance-attribute ¶

vthresh class-attribute instance-attribute ¶

AADirection ¶

BOTH class-attribute instance-attribute ¶

HORIZONTAL class-attribute instance-attribute ¶

VERTICAL class-attribute instance-attribute ¶

antialias ¶

clip ¶

direction ¶

**kwargs ¶

bob ¶

clip ¶

**kwargs ¶

copy ¶

deinterlace ¶

clip ¶

**kwargs ¶

get_deint_args ¶

AntiAliaser `dataclass` ¶

double_rate `class-attribute` `instance-attribute` ¶

tff `class-attribute` `instance-attribute` ¶

transpose_first `class-attribute` `instance-attribute` ¶

BOTH `class-attribute` `instance-attribute` ¶

HORIZONTAL `class-attribute` `instance-attribute` ¶

VERTICAL `class-attribute` `instance-attribute` ¶

`clip` ¶

`direction` ¶

`kwargs`** ¶

`clip` ¶

`kwargs`** ¶

`clip` ¶

`kwargs`** ¶

get_deint_args `abstractmethod` ¶

`kwargs`** ¶

`clip` ¶

BWDIF `dataclass` ¶

double_rate `class-attribute` `instance-attribute` ¶

edeint `class-attribute` `instance-attribute` ¶

tff `class-attribute` `instance-attribute` ¶

`clip` ¶

`kwargs`** ¶

`clip` ¶

`kwargs`** ¶

Deinterlacer `dataclass` ¶

double_rate `class-attribute` `instance-attribute` ¶

tff `class-attribute` `instance-attribute` ¶

`clip` ¶

`kwargs`** ¶

`clip` ¶

`kwargs`** ¶

get_deint_args `abstractmethod` ¶

`kwargs`** ¶

EEDI2 `dataclass` ¶

cuda `class-attribute` `instance-attribute` ¶

double_rate `class-attribute` `instance-attribute` ¶

dstr `class-attribute` `instance-attribute` ¶

estr `class-attribute` `instance-attribute` ¶

lthresh `class-attribute` `instance-attribute` ¶

map `class-attribute` `instance-attribute` ¶

maxd `class-attribute` `instance-attribute` ¶

mthresh `class-attribute` `instance-attribute` ¶

noshift `class-attribute` `instance-attribute` ¶

nt `class-attribute` `instance-attribute` ¶

pp `class-attribute` `instance-attribute` ¶

scaler `class-attribute` `instance-attribute` ¶

tff `class-attribute` `instance-attribute` ¶

transpose_first `class-attribute` `instance-attribute` ¶

vthresh `class-attribute` `instance-attribute` ¶

BOTH `class-attribute` `instance-attribute` ¶

HORIZONTAL `class-attribute` `instance-attribute` ¶

VERTICAL `class-attribute` `instance-attribute` ¶

`clip` ¶

`direction` ¶

`kwargs`** ¶

`clip` ¶

`kwargs`** ¶

`clip` ¶

`kwargs`** ¶

`clip` ¶

`width` ¶

`height` ¶

`shift` ¶

`kwargs`** ¶

`clip` ¶

`rfactor` ¶

`shift` ¶

`kwargs`** ¶

`clip` ¶

EEDI3 `dataclass` ¶

alpha `class-attribute` `instance-attribute` ¶

beta `class-attribute` `instance-attribute` ¶

cost3 `class-attribute` `instance-attribute` ¶

double_rate `class-attribute` `instance-attribute` ¶

gamma `class-attribute` `instance-attribute` ¶

mclip `class-attribute` `instance-attribute` ¶

mdis `class-attribute` `instance-attribute` ¶

noshift `class-attribute` `instance-attribute` ¶

nrad `class-attribute` `instance-attribute` ¶