tnn_age_googlenet.h
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//
// Created by DefTruth on 2021/11/27.
//
#ifndef LITE_AI_TOOLKIT_TNN_CV_TNN_AGE_GOOGLENET_H
#define LITE_AI_TOOLKIT_TNN_CV_TNN_AGE_GOOGLENET_H
#include "lite/tnn/core/tnn_core.h"
namespace tnncv
{
class LITE_EXPORTS TNNAgeGoogleNet : public BasicTNNHandler
{
public:
explicit TNNAgeGoogleNet(const std::string &_proto_path,
const std::string &_model_path,
unsigned int _num_threads = 1); //
~TNNAgeGoogleNet() override = default;
private:
// In TNN: x*scale + bias
std::vector<float> scale_vals = {1.0f, 1.0f, 1.0f};
std::vector<float> bias_vals = {-104.0f, -117.0f, -123.0f};
const unsigned int age_intervals[8][2] = {
{0, 2},
{4, 6},
{8, 12},
{15, 20},
{25, 32},
{38, 43},
{48, 53},
{60, 100}
};
private:
void transform(const cv::Mat &mat) override; //
public:
void detect(const cv::Mat &mat, types::Age &age);
};
}
#endif //LITE_AI_TOOLKIT_TNN_CV_TNN_AGE_GOOGLENET_H