38 lines
968 B
C
38 lines
968 B
C
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//
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// Created by DefTruth on 2021/7/24.
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//
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#ifndef LITE_AI_ORT_CV_REXNET_EMOTION7_H
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#define LITE_AI_ORT_CV_REXNET_EMOTION7_H
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#include "lite/ort/core/ort_core.h"
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namespace ortcv
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{
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class LITE_EXPORTS ReXNetEmotion7 : public BasicOrtHandler
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{
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public:
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explicit ReXNetEmotion7(const std::string &_onnx_path, unsigned int _num_threads = 1) :
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BasicOrtHandler(_onnx_path, _num_threads)
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{};
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~ReXNetEmotion7() override = default;
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private:
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const float mean_vals[3] = {255.f * 0.485f, 255.f * 0.456f, 255.f * 0.406f};
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const float scale_vals[3] = {1.f / (255.f * 0.229f), 1.f / (255.f * 0.224f), 1.f / (255.f * 0.225f)};
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const char *emotion_texts[7] = {
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"angry", "disgust", "fear", "happiness", "neutral", "sadness", "surprise"
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};
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private:
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Ort::Value transform(const cv::Mat &mat) override;
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public:
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void detect(const cv::Mat &mat, types::Emotions &emotions);
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};
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}
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#endif //LITE_AI_ORT_CV_REXNET_EMOTION7_H
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