/* // Copyright (C) 2020-2024 Intel Corporation // // 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 #include #include #include #include "models/detection_model.h" namespace ov { class Model; } // namespace ov struct InferenceResult; struct ResultBase; class ModelFaceBoxes : public DetectionModel { public: static const int INIT_VECTOR_SIZE = 200; ModelFaceBoxes(const std::string& modelFileName, float confidenceThreshold, bool useAutoResize, float boxIOUThreshold, const std::string& layout = ""); std::unique_ptr postprocess(InferenceResult& infResult) override; protected: size_t maxProposalsCount; const float boxIOUThreshold; const std::vector variance; const std::vector steps; const std::vector> minSizes; std::vector anchors; void prepareInputsOutputs(std::shared_ptr& model) override; void priorBoxes(const std::vector>& featureMaps); };