diff --git a/inference/core/models/classification_base.py b/inference/core/models/classification_base.py
index ac56089e65..6422c4d87b 100644
--- a/inference/core/models/classification_base.py
+++ b/inference/core/models/classification_base.py
@@ -162,6 +162,7 @@ def infer(
             disable_preproc_grayscale=disable_preproc_grayscale,
             disable_preproc_static_crop=disable_preproc_static_crop,
             return_image_dims=return_image_dims,
+            **kwargs,
         )
 
     def postprocess(