47 lines
992 B
C++
Executable File
47 lines
992 B
C++
Executable File
#ifndef LIBSEGMENTATION_HPP
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#define LIBSEGMENTATION_HPP
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#include <caffe/caffe.hpp>
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#include <opencv2/core/core.hpp>
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#include <opencv2/highgui/highgui.hpp>
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#include <opencv2/features2d/features2d.hpp>
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#include <opencv2/imgproc/imgproc.hpp>
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#include <algorithm>
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#include <iosfwd>
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#include <memory>
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#include <string>
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#include <utility>
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#include <vector>
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#include <sstream>
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//log
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#include <glog/logging.h>
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using namespace caffe;
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class Classifier
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{
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public:
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Classifier(const string &t_model_file,
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const string &t_trained_file);
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cv::Mat Predict(const cv::Mat &img, cv::Mat LUT_image, double &t_predit_time);
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private:
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void SetMean(const string &mean_file);
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void WrapInputLayer(std::vector<cv::Mat> *input_channels);
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void Preprocess(const cv::Mat &img,
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std::vector<cv::Mat> *input_channels);
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private:
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boost::shared_ptr<Net<float>> net_;
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cv::Size input_geometry_;
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cv::Size output_geometry_;
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int num_channels_;
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};
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#endif
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