45 lines
1.4 KiB
Java
45 lines
1.4 KiB
Java
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://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, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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package org.deeplearning4j.zoo.util;
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import org.nd4j.linalg.api.ndarray.INDArray;
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import java.util.List;
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/**
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* Interface to helper classes that return label descriptions.
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*
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* @author saudet
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*/
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public interface Labels {
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/**
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* Returns the description of the nth class from the classes of a dataset.
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* @param n
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* @return label description
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*/
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String getLabel(int n);
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/**
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* Given predictions from the trained model this method will return a list
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* of the top n matches and the respective probabilities.
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* @param predictions raw
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* @return decoded predictions
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*/
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List<List<ClassPrediction>> decodePredictions(INDArray predictions, int n);
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}
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