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