diff --git a/CMakeLists.txt b/CMakeLists.txt
index 3565e430..6883ce81 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -19,10 +19,14 @@ endif()
 enable_language(C)
 enable_language(CXX)
 
+set(ENABLE_CUDA "TRUE" CACHE BOOL "Enable CUDA build")
+
 include(CheckLanguage)
 check_language(CUDA)
 if(CMAKE_CUDA_COMPILER)
   enable_language(CUDA)
+else()
+  set(ENABLE_CUDA "FALSE" CACHE BOOL "Enable CUDA build")
 endif()
 
 set(CMAKE_CXX_STANDARD 11)
@@ -43,7 +47,7 @@ set(CUDA_COMPUTE_MODEL_35 "35") #Compute capability for Tesla K20/K40
 set(CUDA_COMPUTE_MODEL_30 "30") #Compute capability for Tesla K10, Quadro K4000
 
 set(default_cuda_compute_model ${CUDA_COMPUTE_MODEL_30})
-if(CMAKE_CUDA_COMPILER AND NOT CUDA_COMPUTE_MODEL)
+if(ENABLE_CUDA AND NOT CUDA_COMPUTE_MODEL)
   message(STATUS "Setting the compute model to ${default_cuda_compute_model} as none was specified.")
   set(CUDA_COMPUTE_MODEL "${default_cuda_compute_model}" CACHE
       STRING "Choose the best compute model supported by your GPU" FORCE)
@@ -95,12 +99,10 @@ if ("${CMAKE_CXX_COMPILER_ID}" MATCHES "Clang")
   string(REGEX REPLACE "-O3" "-Ofast" CMAKE_CXX_FLAGS_RELEASE ${CMAKE_CXX_FLAGS_RELEASE})
 endif()
 
-if(NOT USE_INTEGRATED_LIBS)
-  if(APPLE)
-    find_package(OpenCV PATHS "/usr/local/Cellar/opencv@3/3.4.5" NO_DEFAULT_PATH)
-  else()
-    find_package(OpenCV)
-  endif()
+if(APPLE)
+  find_package(OpenCV PATHS "/usr/local/Cellar/opencv@3/3.4.5" NO_DEFAULT_PATH)
+else()
+  find_package(OpenCV)
 endif()
 
 if(OpenCV_FOUND)
@@ -108,9 +110,9 @@ if(OpenCV_FOUND)
   include_directories(${OpenCV_INCLUDE_DIRS})
 endif()
 
-if(CMAKE_CUDA_COMPILER)
+if(ENABLE_CUDA)
   add_definitions(-DGPU)
-  if(CUDA_COMPUTE_MODEL VERSION_GREATER_EQUAL 75 AND CMAKE_CUDA_COMPILER_VERSION VERSION_LESS_EQUAL 9)
+  if(CUDA_COMPUTE_MODEL VERSION_GREATER_EQUAL ${CUDA_COMPUTE_MODEL_75} AND CMAKE_CUDA_COMPILER_VERSION VERSION_LESS_EQUAL 9)
     message(STATUS "CUDA 10 is required for Compute Model 7.5 - Lowering settings to 7.0")
     set(CUDA_COMPUTE_MODEL ${CUDA_COMPUTE_MODEL_70})
   endif()
@@ -118,7 +120,7 @@ if(CMAKE_CUDA_COMPILER)
   if(CUDNN_FOUND)
     add_definitions(-DCUDNN)
     include_directories(${CUDNN_INCLUDE_DIR})
-    if(CUDA_COMPUTE_MODEL VERSION_GREATER_EQUAL 53)
+    if(CUDA_COMPUTE_MODEL VERSION_GREATER_EQUAL ${CUDA_COMPUTE_MODEL_70})
       add_definitions(-DCUDNN_HALF)
       message(STATUS "Enabled CUDNN_HALF")
     endif()
@@ -195,7 +197,7 @@ list(REMOVE_ITEM sources
   ${CMAKE_CURRENT_LIST_DIR}/src/getopt.c
 )
 
-if(CMAKE_CUDA_COMPILER)
+if(ENABLE_CUDA)
   file(GLOB cuda_sources "${CMAKE_CURRENT_LIST_DIR}/src/*.cu")
 endif()
 
@@ -215,7 +217,7 @@ set_source_files_properties(${sources} PROPERTIES LANGUAGE CXX)
 
 add_library(darklib SHARED ${CMAKE_CURRENT_LIST_DIR}/include/yolo_v2_class.hpp ${CMAKE_CURRENT_LIST_DIR}/src/yolo_v2_class.cpp ${sources} ${headers} ${cuda_sources})
 set_target_properties(darklib PROPERTIES POSITION_INDEPENDENT_CODE ON)
-if(CMAKE_CUDA_COMPILER)
+if(ENABLE_CUDA)
   set_target_properties(darklib PROPERTIES CUDA_SEPARABLE_COMPILATION ON)
 endif()
 target_compile_definitions(darklib PRIVATE LIB_EXPORTS=1)
@@ -264,7 +266,7 @@ endif()
 target_link_libraries(darknet Threads::Threads)
 target_link_libraries(darklib Threads::Threads)
 
-if(CMAKE_CUDA_COMPILER)
+if(ENABLE_CUDA)
   target_link_libraries(darknet curand cublas)
   target_link_libraries(darklib curand cublas)
 endif()
diff --git a/cmake/Modules/FindCUDNN.cmake b/cmake/Modules/FindCUDNN.cmake
index 6e53311a..75fd5261 100644
--- a/cmake/Modules/FindCUDNN.cmake
+++ b/cmake/Modules/FindCUDNN.cmake
@@ -24,13 +24,13 @@ include(FindPackageHandleStandardArgs)
 
 if(NOT CUDNN_INCLUDE_DIR)
   find_path(CUDNN_INCLUDE_DIR cudnn.h
-    HINTS ${CUDA_HOME} ${CUDA_TOOLKIT_ROOT_DIR}
+    HINTS ${CUDA_HOME} ${CUDA_TOOLKIT_ROOT_DIR} $ENV{cudnn}
     PATH_SUFFIXES cuda/include include)
 endif()
 
 if(NOT CUDNN_LIBRARY)
   find_library(CUDNN_LIBRARY cudnn
-    HINTS ${CUDA_HOME} ${CUDA_TOOLKIT_ROOT_DIR}
+    HINTS ${CUDA_HOME} ${CUDA_TOOLKIT_ROOT_DIR} $ENV{cudnn}
     PATH_SUFFIXES lib lib64 cuda/lib cuda/lib64 lib/x64)
 endif()