diff --git a/modules/FindSDL2.cmake b/modules/FindSDL2.cmake
index bd7ebe765..4a505e6f3 100644
--- a/modules/FindSDL2.cmake
+++ b/modules/FindSDL2.cmake
@@ -10,6 +10,8 @@
 # Additionally these variables are defined for internal usage:
 #
 #  SDL2_LIBRARY             - SDL2 library
+#  SDL2_LIBRARY_DEBUG       - SDL2 debug library
+#  SDL2_LIBRARY_RELEASE     - SDL2 release library
 #  SDL2_INCLUDE_DIR         - Root include dir
 #
 
@@ -50,16 +52,23 @@ else()
         set(_SDL_LIBRARY_PATH_SUFFIX lib/x86)
     endif()
 
-    find_library(SDL2_LIBRARY
+    find_library(SDL2_LIBRARY_RELEASE
         # Compiling SDL2 from scratch on macOS creates dead libSDL2.so symlink
         # which CMake somehow prefers before the SDL2-2.0.dylib file. Making
-        # the dylib first so it is preferred.
+        # the dylib first so it is preferred. Not sure how this maps to debug
+        # config though :/
         NAMES SDL2-2.0 SDL2
         PATH_SUFFIXES ${_SDL_LIBRARY_PATH_SUFFIX})
+    find_library(SDL2_LIBRARY_DEBUG
+        NAMES SDL2d
+        PATH_SUFFIXES ${_SDL_LIBRARY_PATH_SUFFIX})
     set(SDL2_LIBRARY_NEEDED SDL2_LIBRARY)
     set(_SDL2_PATH_SUFFIXES SDL2)
 endif()
 
+include(SelectLibraryConfigurations)
+select_library_configurations(SDL2)
+
 # Include dir
 find_path(SDL2_INCLUDE_DIR
     # We must search file which is present only in SDL2 and not in SDL1.
@@ -120,10 +129,19 @@ if(NOT TARGET SDL2::SDL2)
 
         # Work around BUGGY framework support on macOS
         # https://cmake.org/Bug/view.php?id=14105
-        if(CORRADE_TARGET_APPLE AND ${SDL2_LIBRARY} MATCHES "\\.framework$")
-            set_property(TARGET SDL2::SDL2 PROPERTY IMPORTED_LOCATION ${SDL2_LIBRARY}/SDL2)
+        if(CORRADE_TARGET_APPLE AND SDL2_LIBRARY_RELEASE MATCHES "\\.framework$")
+            set_property(TARGET SDL2::SDL2 APPEND PROPERTY IMPORTED_CONFIGURATIONS RELEASE)
+            set_property(TARGET SDL2::SDL2 PROPERTY IMPORTED_LOCATION_RELEASE ${SDL2_LIBRARY_RELEASE}/SDL2)
         else()
-            set_property(TARGET SDL2::SDL2 PROPERTY IMPORTED_LOCATION ${SDL2_LIBRARY})
+            if(SDL2_LIBRARY_RELEASE)
+                set_property(TARGET SDL2::SDL2 APPEND PROPERTY IMPORTED_CONFIGURATIONS RELEASE)
+                set_property(TARGET SDL2::SDL2 PROPERTY IMPORTED_LOCATION_RELEASE ${SDL2_LIBRARY_RELEASE})
+            endif()
+
+            if(SDL2_LIBRARY_DEBUG)
+                set_property(TARGET SDL2::SDL2 APPEND PROPERTY IMPORTED_CONFIGURATIONS DEBUG)
+                set_property(TARGET SDL2::SDL2 PROPERTY IMPORTED_LOCATION_DEBUG ${SDL2_LIBRARY_DEBUG})
+            endif()
         endif()
 
         # Link additional `dl` and `pthread` libraries required by a static