33 lines
1.4 KiB
C++
33 lines
1.4 KiB
C++
#ifndef ANSOPENVINOCL_H
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#define ANSOPENVINOCL_H
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#pragma once
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#include "ANSEngineCommon.h"
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#include<openvino/openvino.hpp>
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namespace ANSCENTER {
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class ANSENGINE_API OPENVINOCL :public ANSODBase {
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public:
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virtual bool Initialize(std::string licenseKey, ModelConfig modelConfig, const std::string& modelZipFilePath, const std::string& modelZipPassword, std::string& labelMap) override;
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virtual bool LoadModel(const std::string& modelZipFilePath, const std::string& modelZipPassword)override;
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virtual bool LoadModelFromFolder(std::string licenseKey, ModelConfig modelConfig, std::string modelName, std::string className, const std::string& modelFolder, std::string& labelMap)override;
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virtual bool OptimizeModel(bool fp16, std::string& optimizedModelFolder);
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std::vector<Object> RunInference(const cv::Mat& input);
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std::vector<Object> RunInference(const cv::Mat& input, const std::string& camera_id);
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bool Destroy();
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~OPENVINOCL();
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private:
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std::string _modelFilePath;
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private:
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void InitialModel();
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cv::Mat PreProcessing(const cv::Mat& source);
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cv::Mat resized_frame_;
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cv::Point2f factor_;
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cv::Size2f model_input_shape_;
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cv::Size model_output_shape_;
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ov::Tensor input_tensor_;
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ov::InferRequest inference_request_;
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ov::CompiledModel compiled_model_;
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};
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}
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#endif
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