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Diffstat (limited to 'source/use_case/img_class/include/ImgClassProcessing.hpp')
| -rw-r--r-- | source/use_case/img_class/include/ImgClassProcessing.hpp | 63 |
1 files changed, 63 insertions, 0 deletions
diff --git a/source/use_case/img_class/include/ImgClassProcessing.hpp b/source/use_case/img_class/include/ImgClassProcessing.hpp new file mode 100644 index 0000000..5a59b5f --- /dev/null +++ b/source/use_case/img_class/include/ImgClassProcessing.hpp @@ -0,0 +1,63 @@ +/* + * 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<std::string>& m_labels; + std::vector<ClassificationResult>& m_results; + + public: + ImgClassPostProcess(Classifier& classifier, Model* model, + const std::vector<std::string>& labels, + std::vector<ClassificationResult>& results); + + bool DoPostProcess() override; + }; + +} /* namespace app */ +} /* namespace arm */ + +#endif /* IMG_CLASS_PROCESSING_HPP */
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