// 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/vision/common/processors/transform.h" #include "fastdeploy/vision/common/result.h" namespace fastdeploy { namespace vision { namespace segmentation { /*! @brief Preprocessor object for PaddleSeg serials model. */ class FASTDEPLOY_DECL PaddleSegPreprocessor { public: /** \brief Create a preprocessor instance for PaddleSeg serials model * * \param[in] config_file Path of configuration file for deployment, e.g ppliteseg/deploy.yaml */ explicit PaddleSegPreprocessor(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] imgs_info The original input images shape info map, key is "shape_info", value is vector> a{{height, width}} * \return true if the preprocess successed, otherwise false */ virtual bool Run( std::vector* images, std::vector* outputs, std::map>>* imgs_info); /// Get is_vertical_screen property of PP-HumanSeg model, default is false bool GetIsVerticalScreen() const { return is_vertical_screen_; } /// Set is_vertical_screen value, bool type required void SetIsVerticalScreen(bool value) { is_vertical_screen_ = value; } /// This function will disable normalize in preprocessing step. void DisableNormalize(); /// This function will disable hwc2chw in preprocessing step. void DisablePermute(); private: virtual bool BuildPreprocessPipelineFromConfig(); std::vector> processors_; std::string config_file_; /** \brief For PP-HumanSeg model, set true if the input image is vertical image(height > width), default value is false */ bool is_vertical_screen_ = false; // for recording the switch of hwc2chw bool disable_permute_ = false; // for recording the switch of normalize bool disable_normalize_ = false; bool is_contain_resize_op_ = false; bool initialized_ = false; }; } // namespace segmentation } // namespace vision } // namespace fastdeploy