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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 3.16)
project(backscrub CXX)
# globally set C++17 as default for compilation
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_EXTENSIONS OFF)
# allow override of Tensorflow location
if(NOT DEFINED TENSORFLOW)
set(TENSORFLOW tensorflow)
set(TF_CHECKOUT true)
endif()
# find Git and use it to get backscrub version
find_package(Git)
if(GIT_FOUND)
execute_process(
COMMAND ${GIT_EXECUTABLE} describe --all --long --always --dirty
OUTPUT_STRIP_TRAILING_WHITESPACE
OUTPUT_VARIABLE DEEPSEG_VERSION)
else()
set(DEEPSEG_VERSION v0.2.0-no-git)
endif()
message("Version: ${DEEPSEG_VERSION}")
# always build PIC everywhere
set(CMAKE_POSITION_INDEPENDENT_CODE TRUE)
# use local platform OpenCV libraries
find_package(OpenCV REQUIRED COMPONENTS core imgproc imgcodecs video videoio highgui)
# use .gitmodules defined Tensorflow version unless a path was provided
if (TF_CHECKOUT)
if (GIT_FOUND)
message(STATUS "Updating Tensorflow source")
execute_process(COMMAND ${GIT_EXECUTABLE} submodule update --init --recursive)
else()
message(FATAL_ERROR "Git not found. Unable to checkout required Tensorflow version")
endif()
else()
message(STATUS "Using specified Tensorflow: ${TENSORFLOW}")
endif(TF_CHECKOUT)
# force compilation of XNNPACK delegate (without this the too clever-by-half use
# of weak/strong symbol linking fails in a static library)
add_compile_definitions(TFLITE_BUILD_WITH_XNNPACK_DELEGATE)
# Stop broken xnnpack/FP16 cmake goop from downloading PSimd to our source folder!
# TODO: check once tensorflow is updated post 2.5.0
set(CONFU_DEPENDENCIES_SOURCE_DIR ${CMAKE_BINARY_DIR})
set(CONFU_DEPENDENCIES_BINARY_DIR ${CMAKE_BINARY_DIR}/_deps)
# pull in Tensorflow Lite source build
add_subdirectory(${TENSORFLOW}/tensorflow/lite
"${CMAKE_CURRENT_BINARY_DIR}/tensorflow-lite" EXCLUDE_FROM_ALL)
# build backscrub code
add_compile_definitions(DEEPSEG_VERSION=${DEEPSEG_VERSION})
include_directories(BEFORE .)
add_library(backscrub
lib/libbackscrub.cc
lib/transpose_conv_bias.cc)
target_link_libraries(backscrub
tensorflow-lite ${CMAKE_DL_LIBS}
opencv_core
opencv_imgproc
)
# We don't build the Linux-specific wrapper application on Windows
if(NOT WIN32)
add_library(videoio
videoio/loopback.cc)
target_link_libraries(videoio)
add_executable(deepseg
app/deepseg.cc
)
set_target_properties(deepseg PROPERTIES OUTPUT_NAME backscrub)
target_link_libraries(deepseg
backscrub
videoio
opencv_core
opencv_video
opencv_videoio
opencv_imgproc
opencv_imgcodecs
opencv_highgui
)
endif()
# Export our library, and all transitive dependencies - sadly Tensorflow Lite's
# CMakeLists.txt does not export these for us
function(get_link_libraries target outlist)
message(STATUS "get_link_libraries(${target} ${outlist})")
# recursive dependency munger, feed with a name and a list to extend
get_target_property(target_type ${target} TYPE)
if(${target_type} STREQUAL "INTERFACE_LIBRARY")
get_target_property(libs ${target} INTERFACE_LINK_LIBRARIES)
else()
get_target_property(libs ${target} LINK_LIBRARIES)
endif()
foreach(lib IN LISTS libs)
if(NOT TARGET ${lib})
continue()
endif()
get_target_property(unalias ${lib} ALIASED_TARGET)
if("${unalias}" STREQUAL "unalias-NOTFOUND")
set(unalias ${lib})
endif()
get_target_property(imp ${unalias} IMPORTED)
if(${imp})
continue()
endif()
list(FIND ${outlist} ${unalias} exists)
if(NOT exists EQUAL -1)
continue()
endif()
list(APPEND ${outlist} ${unalias})
get_link_libraries(${unalias} ${outlist})
set(${outlist} ${${outlist}} PARENT_SCOPE)
endforeach()
endfunction()
set(BACKSCRUB_DEPS "")
get_link_libraries(backscrub BACKSCRUB_DEPS)
export(TARGETS
backscrub
${BACKSCRUB_DEPS}
FILE BackscrubTargets.cmake)
# installation names for library, header and models
if(NOT WIN32)
install(TARGETS deepseg)
endif()
install(TARGETS backscrub)
install(FILES lib/libbackscrub.h DESTINATION include/backscrub)
install(DIRECTORY models
DESTINATION ${CMAKE_INSTALL_PREFIX}/share/backscrub
FILES_MATCHING PATTERN "*.tflite" PATTERN "*.md")