# LICENSE HEADER MANAGED BY add-license-header # # Copyright 2018 Kornia 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 kornia.core import Tensor, stack from kornia.core.check import KORNIA_CHECK_IS_COLOR, KORNIA_CHECK_IS_TENSOR def shift_rgb(image: Tensor, r_shift: Tensor, g_shift: Tensor, b_shift: Tensor) -> Tensor: """Shift rgb channels. Shift each image's channel by either r_shift for red, g_shift for green and b_shift for blue channels. """ KORNIA_CHECK_IS_TENSOR(image) KORNIA_CHECK_IS_COLOR(image, f"with shape {image.shape}") shifts = [r_shift, g_shift, b_shift] shifted = (image + stack(shifts, dim=1).view(-1, 3, 1, 1).to(image)).clamp_(min=0, max=1) return shifted