diff --git a/Userland/Libraries/LibGfx/CMakeLists.txt b/Userland/Libraries/LibGfx/CMakeLists.txt
index 14bb80a05b..3f454ef2ef 100644
--- a/Userland/Libraries/LibGfx/CMakeLists.txt
+++ b/Userland/Libraries/LibGfx/CMakeLists.txt
@@ -88,11 +88,11 @@ target_link_libraries(LibGfx PRIVATE LibCompress LibCore LibCrypto LibFileSystem
 set(generated_sources TIFFMetadata.h TIFFTagHandler.cpp)
 list(TRANSFORM generated_sources PREPEND "ImageFormats/")
 
-find_package(Python COMPONENTS Interpreter REQUIRED)
+find_package(Python3 COMPONENTS Interpreter REQUIRED)
 
 add_custom_command(
         OUTPUT  ${generated_sources}
-        COMMAND ${Python_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/TIFFGenerator.py" -o "${CMAKE_CURRENT_BINARY_DIR}/ImageFormats"
+        COMMAND ${Python3_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/TIFFGenerator.py" -o "${CMAKE_CURRENT_BINARY_DIR}/ImageFormats"
         DEPENDS "TIFFGenerator.py"
         VERBATIM
 )