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96 lines
3.4 KiB
96 lines
3.4 KiB
cmake_minimum_required(VERSION 3.5) |
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set(PROJECT_NAME Yolov8OnnxRuntimeCPPInference) |
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project(${PROJECT_NAME} VERSION 0.0.1 LANGUAGES CXX) |
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# -------------- Support C++17 for using filesystem ------------------# |
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set(CMAKE_CXX_STANDARD 17) |
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set(CMAKE_CXX_STANDARD_REQUIRED ON) |
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set(CMAKE_CXX_EXTENSIONS ON) |
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set(CMAKE_INCLUDE_CURRENT_DIR ON) |
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# -------------- OpenCV ------------------# |
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find_package(OpenCV REQUIRED) |
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include_directories(${OpenCV_INCLUDE_DIRS}) |
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# -------------- Compile CUDA for FP16 inference if needed ------------------# |
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option(USE_CUDA "Enable CUDA support" ON) |
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if (NOT APPLE AND USE_CUDA) |
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find_package(CUDA REQUIRED) |
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include_directories(${CUDA_INCLUDE_DIRS}) |
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add_definitions(-DUSE_CUDA) |
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else () |
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set(USE_CUDA OFF) |
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endif () |
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# -------------- ONNXRUNTIME ------------------# |
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# Set ONNXRUNTIME_VERSION |
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set(ONNXRUNTIME_VERSION 1.15.1) |
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if (WIN32) |
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if (USE_CUDA) |
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set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-win-x64-gpu-${ONNXRUNTIME_VERSION}") |
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else () |
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set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-win-x64-${ONNXRUNTIME_VERSION}") |
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endif () |
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elseif (LINUX) |
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if (USE_CUDA) |
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set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-linux-x64-gpu-${ONNXRUNTIME_VERSION}") |
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else () |
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set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-linux-x64-${ONNXRUNTIME_VERSION}") |
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endif () |
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elseif (APPLE) |
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set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-osx-arm64-${ONNXRUNTIME_VERSION}") |
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# Apple X64 binary |
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# set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-osx-x64-${ONNXRUNTIME_VERSION}") |
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# Apple Universal binary |
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# set(ONNXRUNTIME_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/onnxruntime-osx-universal2-${ONNXRUNTIME_VERSION}") |
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endif () |
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include_directories(${PROJECT_NAME} ${ONNXRUNTIME_ROOT}/include) |
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set(PROJECT_SOURCES |
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main.cpp |
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inference.h |
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inference.cpp |
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) |
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add_executable(${PROJECT_NAME} ${PROJECT_SOURCES}) |
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if (WIN32) |
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target_link_libraries(${PROJECT_NAME} ${OpenCV_LIBS} ${ONNXRUNTIME_ROOT}/lib/onnxruntime.lib) |
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if (USE_CUDA) |
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target_link_libraries(${PROJECT_NAME} ${CUDA_LIBRARIES}) |
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endif () |
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elseif (LINUX) |
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target_link_libraries(${PROJECT_NAME} ${OpenCV_LIBS} ${ONNXRUNTIME_ROOT}/lib/libonnxruntime.so) |
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if (USE_CUDA) |
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target_link_libraries(${PROJECT_NAME} ${CUDA_LIBRARIES}) |
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endif () |
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elseif (APPLE) |
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target_link_libraries(${PROJECT_NAME} ${OpenCV_LIBS} ${ONNXRUNTIME_ROOT}/lib/libonnxruntime.dylib) |
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endif () |
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# For windows system, copy onnxruntime.dll to the same folder of the executable file |
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if (WIN32) |
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add_custom_command(TARGET ${PROJECT_NAME} POST_BUILD |
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COMMAND ${CMAKE_COMMAND} -E copy_if_different |
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"${ONNXRUNTIME_ROOT}/lib/onnxruntime.dll" |
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$<TARGET_FILE_DIR:${PROJECT_NAME}>) |
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endif () |
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# Download https://raw.githubusercontent.com/ultralytics/ultralytics/main/ultralytics/cfg/datasets/coco.yaml |
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# and put it in the same folder of the executable file |
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configure_file(coco.yaml ${CMAKE_CURRENT_BINARY_DIR}/coco.yaml COPYONLY) |
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# Copy yolov8n.onnx file to the same folder of the executable file |
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configure_file(yolov8n.onnx ${CMAKE_CURRENT_BINARY_DIR}/yolov8n.onnx COPYONLY) |
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# Create folder name images in the same folder of the executable file |
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add_custom_command(TARGET ${PROJECT_NAME} POST_BUILD |
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COMMAND ${CMAKE_COMMAND} -E make_directory ${CMAKE_CURRENT_BINARY_DIR}/images |
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)
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