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49 lines
1.6 KiB
49 lines
1.6 KiB
# Copyright 2021 Huawei Technologies Co., Ltd
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# less required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ============================================================================
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"""create_imagenet2012_label"""
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import os
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import json
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import argparse
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parser = argparse.ArgumentParser(description="resnet imagenet2012 label")
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parser.add_argument("--img_path", type=str, required=True, help="imagenet2012 file path.")
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args = parser.parse_args()
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def create_label(file_path):
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print("[WARNING] Create imagenet label. Currently only use for Imagenet2012!")
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dirs = os.listdir(file_path)
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file_list = []
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for file in dirs:
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file_list.append(file)
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file_list = sorted(file_list)
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total = 0
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img_label = {}
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for i, file_dir in enumerate(file_list):
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files = os.listdir(os.path.join(file_path, file_dir))
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for f in files:
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img_label[f] = i
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total += len(files)
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with open("imagenet_label.json", "w+") as label:
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json.dump(img_label, label)
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print("[INFO] Completed! Total {} data.".format(total))
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if __name__ == '__main__':
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create_label(args.img_path)
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