diff --git a/setup.py b/setup.py
index 528019cd933fec77f95f12e50f84a93f033c4b5a..a4f9f72989d8349193ad9c78259d69eaf268bf5c 100644
--- a/setup.py
+++ b/setup.py
@@ -17,15 +17,13 @@ def main():
     CI_BUILD = os.environ.get("CI_BUILD", "False")
     is_CI_build = True if CI_BUILD == "1" else False
     cmake_source_dir = "opencv"
-    minimum_supported_numpy = "1.13.1"
+    minimum_supported_numpy = "1.13.3"
     build_contrib = get_build_env_var_by_name("contrib")
     build_headless = get_build_env_var_by_name("headless")
     build_java = "ON" if get_build_env_var_by_name("java") else "OFF"
 
     if sys.version_info[:2] >= (3, 6):
         minimum_supported_numpy = "1.13.3"
-    if sys.version_info[:2] >= (3, 6) and platform.machine() == "aarch64":
-        minimum_supported_numpy = "1.19.0"
     if sys.version_info[:2] >= (3, 7):
         minimum_supported_numpy = "1.14.5"
     if sys.version_info[:2] >= (3, 8):
@@ -33,6 +31,10 @@ def main():
     if sys.version_info[:2] >= (3, 9):
         minimum_supported_numpy = "1.19.3"
 
+    # arm64 is a special case
+    if sys.version_info[:2] >= (3, 6) and platform.machine() == "aarch64":
+        minimum_supported_numpy = "1.19.3"
+
     numpy_version = "numpy>=%s" % minimum_supported_numpy
 
     python_version = cmaker.CMaker.get_python_version()