// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #pragma once #include "fastdeploy/fastdeploy_model.h" #include "fastdeploy/vision/common/processors/transform.h" #include "fastdeploy/vision/common/result.h" #include "fastdeploy/vision/ocr/ppocr/utils/ocr_postprocess_op.h" namespace fastdeploy { namespace vision { namespace ocr { class FASTDEPLOY_DECL DBDetector : public FastDeployModel { public: DBDetector(); DBDetector(const std::string& model_file, const std::string& params_file = "", const RuntimeOption& custom_option = RuntimeOption(), const Frontend& model_format = Frontend::PADDLE); // 定义模型的名称 std::string ModelName() const { return "ppocr/ocr_det"; } // 模型预测接口,即用户调用的接口 virtual bool Predict(cv::Mat* im, std::vector>>* boxes); // pre&post process parameters int max_side_len; float ratio_h{}; float ratio_w{}; double det_db_thresh; double det_db_box_thresh; double det_db_unclip_ratio; std::string det_db_score_mode; bool use_dilation; std::vector mean; std::vector scale; bool is_scale; private: // 初始化函数,包括初始化后端,以及其它模型推理需要涉及的操作 bool Initialize(); // FDTensor为预处理后的Tensor数据,传给后端进行推理 // im_info为预处理过程保存的数据,在后处理中需要用到 bool Preprocess(Mat* mat, FDTensor* outputs, std::map>* im_info); // 后端推理结果后处理,输出给用户 bool Postprocess(FDTensor& infer_result, std::vector>>* boxes, const std::map>& im_info); // OCR后处理类 PostProcessor post_processor_; }; } // namespace ocr } // namespace vision } // namespace fastdeploy