Export .so & header files of lite_cv when MSLITE_ENABLE_TRAIN=on
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@ -23,7 +23,9 @@ set(MINDSPORE_LITE_TRAIN_LIB_NAME libmindspore-lite-train)
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set(BENCHMARK_TRAIN_NAME benchmark_train)
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set(BENCHMARK_TRAIN_NAME benchmark_train)
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set(BENCHMARK_TRAIN_ROOT_DIR ${RUNTIME_PKG_NAME}/tools/benchmark_train)
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set(BENCHMARK_TRAIN_ROOT_DIR ${RUNTIME_PKG_NAME}/tools/benchmark_train)
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# full mode will also package the files of lite_cv mode.
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if(BUILD_MINDDATA STREQUAL "full")
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if(BUILD_MINDDATA STREQUAL "full")
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# full header files
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install(FILES
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install(FILES
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${TOP_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/constants.h
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${TOP_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/constants.h
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${TOP_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/data_helper.h
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${TOP_DIR}/mindspore/ccsrc/minddata/dataset/include/dataset/data_helper.h
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@ -65,6 +67,10 @@ if(BUILD_MINDDATA STREQUAL "full")
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install(FILES ${TOP_DIR}/mindspore/lite/build/securec/src/libsecurec.a
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install(FILES ${TOP_DIR}/mindspore/lite/build/securec/src/libsecurec.a
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DESTINATION ${SECUREC_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME})
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DESTINATION ${SECUREC_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME})
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endif()
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endif()
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# lite_cv header files
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install(DIRECTORY ${TOP_DIR}/mindspore/ccsrc/minddata/dataset/kernels/image/lite_cv
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DESTINATION ${MIND_DATA_INC_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME} FILES_MATCHING PATTERN "*.h")
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endif()
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endif()
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if(BUILD_MINDDATA STREQUAL "wrapper")
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if(BUILD_MINDDATA STREQUAL "wrapper")
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@ -5,8 +5,9 @@ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Werror -Wall -fPIC -std=c++17")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-sign-compare")
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-sign-compare")
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set(MS_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mindspore-lite-1.2.0-linux-x64/runtime")
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set(MS_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mindspore-lite-1.2.0-linux-x64/runtime")
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set(LITECV_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mindspore-lite-1.2.0-linux-x64/runtime/include/dataset")
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include_directories(${MS_DIR})
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include_directories(${MS_DIR} ${LITECV_DIR})
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add_executable(testlenet
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add_executable(testlenet
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@ -29,4 +30,14 @@ target_link_libraries(testresize
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${MS_DIR}/third_party/libjpeg-turbo/lib/libjpeg.so.62
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${MS_DIR}/third_party/libjpeg-turbo/lib/libjpeg.so.62
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${MS_DIR}/third_party/libjpeg-turbo/lib/libturbojpeg.so.0
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${MS_DIR}/third_party/libjpeg-turbo/lib/libturbojpeg.so.0
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${MS_DIR}/lib/libmindspore-lite.so
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${MS_DIR}/lib/libmindspore-lite.so
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pthread)
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add_executable(testlitecv
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${CMAKE_CURRENT_SOURCE_DIR}/testlitecv.cpp
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)
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target_link_libraries(testlitecv
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${MS_DIR}/lib/libminddata-lite.so
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${MS_DIR}/third_party/libjpeg-turbo/lib/libjpeg.so.62
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${MS_DIR}/third_party/libjpeg-turbo/lib/libturbojpeg.so.0
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pthread)
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pthread)
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@ -0,0 +1,73 @@
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/**
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* Copyright 2021 Huawei Technologies Co., Ltd
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include <sys/stat.h>
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#include <unistd.h>
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#include <fstream>
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#include <iostream>
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#include <map>
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#include <memory>
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#include <set>
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#include <string>
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#include <unordered_map>
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#include <unordered_set>
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#include <utility>
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#include <vector>
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#include "include/api/types.h"
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#include "include/dataset/lite_cv/lite_mat.h"
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#include "include/dataset/lite_cv/image_process.h"
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#include "include/dataset/vision_lite.h"
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#include "include/dataset/execute.h"
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using mindspore::dataset::Execute;
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using mindspore::dataset::LDataType;
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using mindspore::dataset::LiteMat;
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using mindspore::dataset::PaddBorderType;
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using mindspore::dataset::vision::Decode;
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int main(int argc, char **argv) {
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std::ifstream ifs("test_image.jpg");
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if (!ifs.is_open() || !ifs.good()) {
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std::cout << "fail to load image, check image path" << std::endl;
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return -1;
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}
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ifs.seekg(0, std::ios::end);
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size_t size = ifs.tellg();
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mindspore::MSTensor image("file", mindspore::DataType::kNumberTypeUInt8, {static_cast<int64_t>(size)}, nullptr, size);
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ifs.seekg(0, std::ios::beg);
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ifs.read(reinterpret_cast<char *>(image.MutableData()), size);
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ifs.close();
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auto decode = Decode();
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auto executor = Execute(decode);
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executor(image, &image);
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LiteMat lite_mat_rgb(image.Shape()[1], image.Shape()[0], image.Shape()[2], const_cast<void *>(image.Data().get()),
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LDataType::UINT8);
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std::cout << "lite_mat_rgb: height=" << lite_mat_rgb.height_ << ", width=" << lite_mat_rgb.width_ << std::endl;
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LiteMat lite_mat_resize;
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ResizeBilinear(lite_mat_rgb, lite_mat_resize, 256, 256);
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std::cout << "lite_mat_resize: height=" << lite_mat_resize.height_ << ", width=" << lite_mat_resize.width_
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<< std::endl;
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LiteMat lite_mat_pad;
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Pad(lite_mat_resize, lite_mat_pad, 30, 30, 10, 10, PaddBorderType::PADD_BORDER_CONSTANT, 255, 255, 255);
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std::cout << "lite_mat_pad: height=" << lite_mat_pad.height_ << ", width=" << lite_mat_pad.width_ << std::endl;
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}
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