// Copyright (c) 2020 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 #include #include namespace PaddleX { /* * @brief * This class represents mask in instance segmentation tasks. * */ template struct Mask { // raw data of mask std::vector data; // the shape of mask std::vector shape; void clear() { data.clear(); shape.clear(); } }; /* * @brief * This class represents target box in detection or instance segmentation tasks. * */ struct Box { int category_id; // category label this box belongs to std::string category; // confidence score float score; std::vector coordinate; Mask mask; }; /* * @brief * This class is prediction result based class. * */ class BaseResult { public: // model type std::string type = "base"; }; /* * @brief * This class represent classification result. * */ class ClsResult : public BaseResult { public: int category_id; std::string category; float score; std::string type = "cls"; }; /* * @brief * This class represent detection or instance segmentation result. * */ class DetResult : public BaseResult { public: // target boxes std::vector boxes; int mask_resolution; std::string type = "det"; void clear() { boxes.clear(); } }; /* * @brief * This class represent segmentation result. * */ class SegResult : public BaseResult { public: // represent label of each pixel on image matrix Mask label_map; // represent score of each pixel on image matrix Mask score_map; std::string type = "seg"; void clear() { label_map.clear(); score_map.clear(); } }; } // namespace PaddleX