#ifdef VP_WITH_PADDLE #include "vp_ppocr_text_detector_node.h" #include "../../objects/vp_frame_text_target.h" namespace vp_nodes { vp_ppocr_text_detector_node::vp_ppocr_text_detector_node(std::string node_name, std::string det_model_dir, std::string cls_model_dir, std::string rec_model_dir, std::string rec_char_dict_path): vp_primary_infer_node(node_name, "") { // to make the code simpler, paddle_ocr has no more config other than model path // we need modify source code at ../../third_party/paddle_ocr/ if we need tune the parameters ocr = std::make_shared(det_model_dir, cls_model_dir, rec_model_dir, rec_char_dict_path); this->initialized(); } vp_ppocr_text_detector_node::~vp_ppocr_text_detector_node() { deinitialized(); } void vp_ppocr_text_detector_node::postprocess(const std::vector& raw_outputs, const std::vector>& frame_meta_with_batch) { } // please refer to vp_infer_node::run_infer_combinations void vp_ppocr_text_detector_node::run_infer_combinations(const std::vector>& frame_meta_with_batch) { assert(frame_meta_with_batch.size() == 1); std::vector mats_to_infer; // start auto start_time = std::chrono::system_clock::now(); // prepare data, as same as base class vp_primary_infer_node::prepare(frame_meta_with_batch, mats_to_infer); auto prepare_time = std::chrono::duration_cast(std::chrono::system_clock::now() - start_time); start_time = std::chrono::system_clock::now(); // call paddle ocr auto ocr_results = ocr->ocr(mats_to_infer); assert(ocr_results.size() == 1); auto& ocr_result = ocr_results[0]; auto& frame_meta = frame_meta_with_batch[0]; // scan text detected in frame for (int i = 0; i < ocr_result.size(); i++) { /* code */ auto& text = ocr_result[i]; std::vector> region_vertexes = {{text.box[0][0], text.box[0][1]}, {text.box[1][0], text.box[1][1]}, {text.box[2][0], text.box[2][1]}, {text.box[3][0], text.box[3][1]}}; // create text target and update back into frame meta auto text_target = std::make_shared(region_vertexes, text.text, text.score); frame_meta->text_targets.push_back(text_target); } auto infer_time = std::chrono::duration_cast(std::chrono::system_clock::now() - start_time); // can not calculate preprocess time and postprocess time, set 0 by default. vp_infer_node::infer_combinations_time_cost(mats_to_infer.size(), prepare_time.count(), 0, infer_time.count(), 0); } } #endif