ncnn_emotion_ferplus.h
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//
// Created by DefTruth on 2021/11/27.
//
#ifndef LITE_AI_TOOLKIT_NCNN_CV_NCNN_EMOTION_FERPLUS_H
#define LITE_AI_TOOLKIT_NCNN_CV_NCNN_EMOTION_FERPLUS_H
#include "lite/ncnn/core/ncnn_core.h"
namespace ncnncv
{
class LITE_EXPORTS NCNNEmotionFerPlus : public BasicNCNNHandler
{
public:
explicit NCNNEmotionFerPlus(const std::string &_param_path,
const std::string &_bin_path,
unsigned int _num_threads = 1);
~NCNNEmotionFerPlus() override = default;
private:
const int input_height = 64;
const int input_width = 64;
const float mean_vals[1] = {0.f};
const float norm_vals[1] = {1.0f};
const char *emotion_texts[8] = {
"neutral", "happiness", "surprise", "sadness", "anger",
"disgust", "fear", "contempt"
};
private:
void transform(const cv::Mat &mat, ncnn::Mat &in) override;
public:
void detect(const cv::Mat &mat, types::Emotions &emotions);
};
}
#endif //LITE_AI_TOOLKIT_NCNN_CV_NCNN_EMOTION_FERPLUS_H