/* * Copyright (c) 2022 Arm Limited. All rights reserved. * SPDX-License-Identifier: Apache-2.0 * * 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. */ #ifndef IMG_CLASS_PROCESSING_HPP #define IMG_CLASS_PROCESSING_HPP #include "BaseProcessing.hpp" #include "Model.hpp" #include "Classifier.hpp" namespace arm { namespace app { /** * @brief Pre-processing class for Image Classification use case. * Implements methods declared by BasePreProcess and anything else needed * to populate input tensors ready for inference. */ class ImgClassPreProcess : public BasePreProcess { public: explicit ImgClassPreProcess(Model* model); bool DoPreProcess(const void* input, size_t inputSize) override; }; /** * @brief Post-processing class for Image Classification use case. * Implements methods declared by BasePostProcess and anything else needed * to populate result vector. */ class ImgClassPostProcess : public BasePostProcess { private: Classifier& m_imgClassifier; const std::vector& m_labels; std::vector& m_results; public: ImgClassPostProcess(Classifier& classifier, Model* model, const std::vector& labels, std::vector& results); bool DoPostProcess() override; }; } /* namespace app */ } /* namespace arm */ #endif /* IMG_CLASS_PROCESSING_HPP */