ncnn_gender_googlenet.h
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//
// Created by DefTruth on 2021/11/27.
//
#ifndef LITE_AI_TOOLKIT_NCNN_CV_NCNN_GENDER_GOOGLENET_H
#define LITE_AI_TOOLKIT_NCNN_CV_NCNN_GENDER_GOOGLENET_H
#include "lite/ncnn/core/ncnn_core.h"
namespace ncnncv
{
class LITE_EXPORTS NCNNGenderGoogleNet : public BasicNCNNHandler
{
public:
explicit NCNNGenderGoogleNet(const std::string &_param_path,
const std::string &_bin_path,
unsigned int _num_threads = 1);
~NCNNGenderGoogleNet() override = default;
private:
const int input_height = 224;
const int input_width = 224;
const float mean_vals[3] = {104.0f, 117.0f, 123.0f};
const float norm_vals[3] = {1.0f, 1.0f, 1.0f};
const char *gender_texts[2] = {"female", "male"};
private:
void transform(const cv::Mat &mat, ncnn::Mat &in) override;
public:
void detect(const cv::Mat &mat, types::Gender &gender);
};
}
#endif //LITE_AI_TOOLKIT_NCNN_CV_NCNN_GENDER_GOOGLENET_H