62 lines
1.9 KiB
C++
62 lines
1.9 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 <map>
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#include <memory>
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#include <string>
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#include <list>
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#include <vector>
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#include "Processor.hpp"
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#include "VOCAnnotationParser.hpp"
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using namespace std;
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class ObjectDetectionProcessor : public Processor {
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public:
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struct ObjectDetectionInferenceMetrics : public InferenceMetrics {
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public:
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AveragePrecisionCalculator apc;
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explicit ObjectDetectionInferenceMetrics(double threshold) : apc(threshold) { }
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};
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protected:
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std::string annotationsPath;
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std::string subdir;
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std::map<std::string, int> classes;
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double threshold;
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bool scaleProposalToInputSize;
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virtual std::map<std::string, std::list<DetectedObject>> processResult(std::vector<std::string> files) = 0;
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public:
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ObjectDetectionProcessor(const std::string& flags_m, const std::string& flags_d, const std::string& flags_i, const std::string& subdir, int flags_b,
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double threshold,
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InferenceEngine::InferencePlugin plugin, CsvDumper& dumper,
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const std::string& flags_a, const std::string& classes_list_file, PreprocessingOptions preprocessingOptions, bool scaleSizeToInputSize);
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shared_ptr<InferenceMetrics> Process();
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virtual void Report(const InferenceMetrics& im);
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virtual ~ObjectDetectionProcessor() {}
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};
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