/** * Copyright 2020 Huawei Technologies Co., Ltd * * 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. * File sample_process.h * Description: handle acl resource */ #pragma once #include "utils.h" #include "acl/acl.h" #include "model_process.h" #include using namespace std; /** * ColorizeProcess */ class ColorizeProcess { public: ColorizeProcess(const char* modelPath, uint32_t modelWidth, uint32_t modelHeight); ~ColorizeProcess(); Result Init(); Result Preprocess(const string& imageFile); Result Inference(aclmdlDataset*& inferenceOutput); Result Postprocess(const string& origImageFile, aclmdlDataset* modelOutput); private: Result InitResource(); Result InitModel(const char* omModelPath); void* GetInferenceOutputItem(uint32_t& itemDataSize, aclmdlDataset* inferenceOutput); void SaveImage(const string& origImageFile, cv::Mat& image); void DestroyResource(); private: int32_t deviceId_; ModelProcess model_; const char* modelPath_; uint32_t modelWidth_; uint32_t modelHeight_; uint32_t inputDataSize_; void* inputBuf_; aclrtRunMode runMode_; bool isInited_; };