| # Copyright 2022 The HuggingFace Inc. team. All rights reserved. | |
| # | |
| # 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. | |
| """Image processor class for BiT.""" | |
| from ...image_processing_backends import TorchvisionBackend | |
| from ...image_utils import OPENAI_CLIP_MEAN, OPENAI_CLIP_STD, PILImageResampling | |
| from ...utils import auto_docstring | |
| class BitImageProcessor(TorchvisionBackend): | |
| resample = PILImageResampling.BICUBIC | |
| image_mean = OPENAI_CLIP_MEAN | |
| image_std = OPENAI_CLIP_STD | |
| size = {"shortest_edge": 224} | |
| default_to_square = False | |
| crop_size = {"height": 224, "width": 224} | |
| do_resize = True | |
| do_center_crop = True | |
| do_rescale = True | |
| do_normalize = True | |
| do_convert_rgb = True | |
| __all__ = ["BitImageProcessor"] | |