diff --git a/pkg/emlearn/patches/0001-emlearn-eml_common.h-remove-redundant-check.patch b/pkg/emlearn/patches/0001-emlearn-eml_common.h-remove-redundant-check.patch
new file mode 100644
index 000000000000..d112cfb0bf83
--- /dev/null
+++ b/pkg/emlearn/patches/0001-emlearn-eml_common.h-remove-redundant-check.patch
@@ -0,0 +1,25 @@
+From d35146dc1cf3c766f3d9bc6c8e83ef438047fb42 Mon Sep 17 00:00:00 2001
+From: =?UTF-8?q?Mikolai=20G=C3=BCtschow?= <mikolai.guetschow@tu-dresden.de>
+Date: Thu, 29 Aug 2024 11:00:07 +0200
+Subject: [PATCH] emlearn/eml_common.h: remove redundant check
+
+---
+ emlearn/eml_common.h | 2 +-
+ 1 file changed, 1 insertion(+), 1 deletion(-)
+
+diff --git a/emlearn/eml_common.h b/emlearn/eml_common.h
+index e4d2adf..1f8a599 100644
+--- a/emlearn/eml_common.h
++++ b/emlearn/eml_common.h
+@@ -37,7 +37,7 @@ eml_error_strs[EmlErrors] = {
+ 
+ bool
+ eml_error_valid(EmlError e) {
+-    return (e >= EmlOk && e < EmlErrors);
++    return (e < EmlErrors);
+ }
+ 
+ /**
+-- 
+2.39.2
+