53 lines
1.8 KiB
C++
53 lines
1.8 KiB
C++
/*
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// Copyright (c) 2018 Intel Corporation
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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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*/
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#pragma once
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#include <iostream>
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#include <limits>
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#include <string>
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#include <memory>
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#include "classification_set_generator.hpp"
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#include "Processor.hpp"
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using namespace std;
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class ClassificationProcessor : public Processor {
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const int TOP_COUNT = 5;
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struct ClassificationInferenceMetrics : public InferenceMetrics {
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public:
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int top1Result = 0;
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int topCountResult = 0;
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int total = 0;
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};
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protected:
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std::string labelFileName;
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bool zeroBackground;
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public:
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ClassificationProcessor(const std::string& flags_m, const std::string& flags_d, const std::string& flags_i, int flags_b,
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InferenceEngine::InferencePlugin plugin, CsvDumper& dumper, const std::string& flags_l,
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PreprocessingOptions preprocessingOptions, bool zeroBackground);
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ClassificationProcessor(const std::string& flags_m, const std::string& flags_d, const std::string& flags_i, int flags_b,
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InferenceEngine::InferencePlugin plugin, CsvDumper& dumper, const std::string& flags_l, bool zeroBackground);
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std::shared_ptr<InferenceMetrics> Process();
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virtual void Report(const InferenceMetrics& im);
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virtual ~ClassificationProcessor() { }
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};
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