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7e47687 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | # SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# 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.
import cv2
import numpy as np
def pixelate_face(face_img: np.ndarray, blocks: int = 5) -> np.ndarray:
"""
Pixelate a face region by reducing resolution and then upscaling.
Args:
face_img: Face region to pixelate
blocks: Number of blocks to divide the face into (in each dimension)
Returns:
Pixelated face region
"""
h, w = face_img.shape[:2]
# Shrink the image and scale back up to create pixelation effect
temp = cv2.resize(face_img, (blocks, blocks), interpolation=cv2.INTER_LINEAR)
pixelated = cv2.resize(temp, (w, h), interpolation=cv2.INTER_NEAREST)
return pixelated
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