mirror of
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29 lines
1.0 KiB
Python
29 lines
1.0 KiB
Python
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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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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# Unless 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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from typing import List, Tuple
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import numpy as np
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class ClsPostProcess:
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def __init__(self, label_list: List[str]):
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self.label_list = label_list
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def __call__(self, preds: np.ndarray) -> List[Tuple[str, float]]:
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pred_idxs = preds.argmax(axis=1)
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decode_out = [
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(self.label_list[idx], preds[i, idx]) for i, idx in enumerate(pred_idxs)
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]
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return decode_out
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