// 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 "ultra_infer/vision/common/processors/transform.h" #include "ultra_infer/vision/common/result.h" #include "ultra_infer/vision/detection/ppdet/preprocessor.h" namespace ultra_infer { namespace vision { namespace facedet { class ULTRAINFER_DECL BlazeFacePreprocessor : public ultra_infer::vision::detection::PaddleDetPreprocessor { public: /** \brief Create a preprocessor instance for BlazeFace serials model */ BlazeFacePreprocessor() = default; /** \brief Create a preprocessor instance for Blazeface serials model * * \param[in] config_file Path of configuration file for deployment, e.g * ppyoloe/infer_cfg.yml */ explicit BlazeFacePreprocessor(const std::string &config_file); /** \brief Process the input image and prepare input tensors for runtime * * \param[in] images The input image data list, all the elements are returned * by cv::imread() \param[in] outputs The output tensors which will feed in * runtime \param[in] ims_info The shape info list, record input_shape and * output_shape \ret */ bool Run(std::vector *images, std::vector *outputs, std::vector>> *ims_info); private: bool BuildPreprocessPipelineFromConfig(); // if is_scale_up is false, the input image only can be zoom out, // the maximum resize scale cannot exceed 1.0 bool is_scale_; std::vector normalize_mean_; std::vector normalize_std_; std::vector> processors_; // read config file std::string config_file_; }; } // namespace facedet } // namespace vision } // namespace ultra_infer