39 lines
873 B
C
39 lines
873 B
C
|
//
|
||
|
|
// Created by DefTruth on 2021/7/24.
|
||
|
|
//
|
||
|
|
|
||
|
|
#ifndef LITE_AI_ORT_CV_MOBILE_EMOTION7_H
|
||
|
|
#define LITE_AI_ORT_CV_MOBILE_EMOTION7_H
|
||
|
|
|
||
|
|
#include "lite/ort/core/ort_core.h"
|
||
|
|
|
||
|
|
namespace ortcv
|
||
|
|
{
|
||
|
|
class LITE_EXPORTS MobileEmotion7 : public BasicOrtHandler
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
explicit MobileEmotion7(const std::string &_onnx_path, unsigned int _num_threads = 1) :
|
||
|
|
BasicOrtHandler(_onnx_path, _num_threads)
|
||
|
|
{};
|
||
|
|
|
||
|
|
~MobileEmotion7() override = default;
|
||
|
|
|
||
|
|
private:
|
||
|
|
const float mean_vals[3] = {103.939f, 116.779f, 123.68f};
|
||
|
|
const float scale_vals[3] = {1.f, 1.f, 1.f};
|
||
|
|
|
||
|
|
const char *emotion_texts[7] = {
|
||
|
|
"angry", "disgust", "fear", "happiness", "neutral", "sadness", "surprise"
|
||
|
|
};
|
||
|
|
|
||
|
|
private:
|
||
|
|
Ort::Value transform(const cv::Mat &mat) override;
|
||
|
|
|
||
|
|
public:
|
||
|
|
void detect(const cv::Mat &mat, types::Emotions &emotions);
|
||
|
|
};
|
||
|
|
}
|
||
|
|
|
||
|
|
|
||
|
|
#endif //LITE_AI_ORT_CV_MOBILE_EMOTION7_H
|