image-match/python/py/Lib/site-packages/torchmetrics/image/__init__.py

# Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from torchmetrics.image.d_lambda import SpectralDistortionIndex
from torchmetrics.image.d_s import SpatialDistortionIndex
from torchmetrics.image.dists import DeepImageStructureAndTextureSimilarity
from torchmetrics.image.ergas import ErrorRelativeGlobalDimensionlessSynthesis
from torchmetrics.image.mifid import MemorizationInformedFrechetInceptionDistance
from torchmetrics.image.psnr import PeakSignalNoiseRatio
from torchmetrics.image.psnrb import PeakSignalNoiseRatioWithBlockedEffect
from torchmetrics.image.qnr import QualityWithNoReference
from torchmetrics.image.rase import RelativeAverageSpectralError
from torchmetrics.image.rmse_sw import RootMeanSquaredErrorUsingSlidingWindow
from torchmetrics.image.sam import SpectralAngleMapper
from torchmetrics.image.scc import SpatialCorrelationCoefficient
from torchmetrics.image.ssim import MultiScaleStructuralSimilarityIndexMeasure, StructuralSimilarityIndexMeasure
from torchmetrics.image.tv import TotalVariation
from torchmetrics.image.uqi import UniversalImageQualityIndex
from torchmetrics.image.vif import VisualInformationFidelity
from torchmetrics.utilities.imports import (
    _TORCH_FIDELITY_AVAILABLE,
    _TORCHVISION_AVAILABLE,
)

__all__ = [
    "DeepImageStructureAndTextureSimilarity",
    "ErrorRelativeGlobalDimensionlessSynthesis",
    "MemorizationInformedFrechetInceptionDistance",
    "MultiScaleStructuralSimilarityIndexMeasure",
    "PeakSignalNoiseRatio",
    "PeakSignalNoiseRatioWithBlockedEffect",
    "QualityWithNoReference",
    "RelativeAverageSpectralError",
    "RootMeanSquaredErrorUsingSlidingWindow",
    "SpatialCorrelationCoefficient",
    "SpatialDistortionIndex",
    "SpectralAngleMapper",
    "SpectralDistortionIndex",
    "StructuralSimilarityIndexMeasure",
    "TotalVariation",
    "UniversalImageQualityIndex",
    "VisualInformationFidelity",
]

if _TORCH_FIDELITY_AVAILABLE:
    from torchmetrics.image.fid import FrechetInceptionDistance
    from torchmetrics.image.inception import InceptionScore
    from torchmetrics.image.kid import KernelInceptionDistance

    __all__ += [
        "FrechetInceptionDistance",
        "InceptionScore",
        "KernelInceptionDistance",
    ]

if _TORCHVISION_AVAILABLE:
    from torchmetrics.image.lpip import LearnedPerceptualImagePatchSimilarity
    from torchmetrics.image.perceptual_path_length import PerceptualPathLength

    __all__ += ["LearnedPerceptualImagePatchSimilarity", "PerceptualPathLength"]