#pragma once #ifdef VP_WITH_TRT #include "../vp_secondary_infer_node.h" #include "../../third_party/trt_vehicle/models/vehicle_color_classifier.h" namespace vp_nodes { // vehicle color classifier based on tensorrt using trt_vehicle library // update secondary_class_ids/secondary_labels/secondary_scores of vp_frame_target. class vp_trt_vehicle_color_classifier: public vp_secondary_infer_node { private: /* data */ std::shared_ptr vehicle_color_classifier = nullptr; protected: // we need a totally new logic for the whole infer combinations // no separate step pre-defined needed in base class virtual void run_infer_combinations(const std::vector>& frame_meta_with_batch) override; // override pure virtual method, for compile pass virtual void postprocess(const std::vector& raw_outputs, const std::vector>& frame_meta_with_batch) override; public: vp_trt_vehicle_color_classifier(std::string node_name, std::string vehicle_color_cls_model_path = "", std::vector p_class_ids_applied_to = std::vector(), int min_width_applied_to = 0, int min_height_applied_to = 0); ~vp_trt_vehicle_color_classifier(); }; } #endif