anomalib/models/components/__init__.py

"""Components used within the models."""

# Copyright (C) 2020 Intel Corporation
#
# 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 .base import AnomalyModule, DynamicBufferModule
from .dimensionality_reduction import PCA, SparseRandomProjection
from .feature_extractors import FeatureExtractor
from .sampling import KCenterGreedy
from .stats import GaussianKDE, MultiVariateGaussian

__all__ = [
    "AnomalyModule",
    "DynamicBufferModule",
    "PCA",
    "SparseRandomProjection",
    "FeatureExtractor",
    "KCenterGreedy",
    "GaussianKDE",
    "MultiVariateGaussian",
]