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nodes/infers/vp_ppocr_text_detector_node.h
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33
nodes/infers/vp_ppocr_text_detector_node.h
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#pragma once
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#ifdef VP_WITH_PADDLE
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#include "../vp_primary_infer_node.h"
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#include "../../third_party/paddle_ocr/include/paddleocr.h"
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namespace vp_nodes {
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// ocr based on paddle ocr
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// paddle ocr project(official): https://github.com/PaddlePaddle/PaddleOCR
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// source code(modified based on official): ../../third_party/paddle_ocr
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// note:
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// this class is not based on opencv::dnn module but paddle, a few data members declared in base class are not usable any more(just ignore), such as vp_infer_node::net.
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class vp_ppocr_text_detector_node: public vp_primary_infer_node
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{
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private:
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// paddle ocr instance
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std::shared_ptr<PaddleOCR::PPOCR> ocr;
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protected:
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// we need a totally new logic for the whole infer combinations
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// no separate step pre-defined needed in base class
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virtual void run_infer_combinations(const std::vector<std::shared_ptr<vp_objects::vp_frame_meta>>& frame_meta_with_batch) override;
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// override pure virtual method, for compile pass
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virtual void postprocess(const std::vector<cv::Mat>& raw_outputs, const std::vector<std::shared_ptr<vp_objects::vp_frame_meta>>& frame_meta_with_batch) override;
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public:
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vp_ppocr_text_detector_node(std::string node_name,
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std::string det_model_dir = "",
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std::string cls_model_dir = "",
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std::string rec_model_dir = "",
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std::string rec_char_dict_path = "");
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~vp_ppocr_text_detector_node();
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};
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}
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#endif
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