diff --git a/src/TensorFlowNET.Core/Operations/image_ops_impl.cs b/src/TensorFlowNET.Core/Operations/image_ops_impl.cs
index 126df9e42..0ced407a8 100644
--- a/src/TensorFlowNET.Core/Operations/image_ops_impl.cs
+++ b/src/TensorFlowNET.Core/Operations/image_ops_impl.cs
@@ -208,7 +208,7 @@ internal static Tensor _random_flip(Tensor image, int flip_index, int seed, stri
         }
 
         public static Tensor flip_left_right(Tensor image)
-            => _flip(image, 1, "flip_left_right");
+            => _flip(image, 0, "flip_left_right");
 
         public static Tensor flip_up_down(Tensor image)
             => _flip(image, 1, "flip_up_down");
@@ -226,7 +226,7 @@ internal static Tensor _flip(Tensor image, int flip_index, string scope_name)
                   }
                   else if (shape.ndim == 4)
                   {
-                      return gen_array_ops.reverse(image, ops.convert_to_tensor(new[] { flip_index + 1 }));
+                      return gen_array_ops.reverse_v2(image, ops.convert_to_tensor(new[] { (flip_index + 1) % 2 }));
                   }
                   else
                   {