add norm method

image_processing_minicpmv.py

@@ -124,8 +124,8 @@ class MiniCPMVImageProcessor(BaseImageProcessor):
         self.im_id_start = kwargs.pop("im_id_start", "<image_id>")
         self.im_id_end = kwargs.pop("im_id_end", "</image_id>")
         self.slice_mode = kwargs.pop("slice_mode", True)
-        self.mean = np.array(kwargs.pop("norm_mean", [0.5, 0.5, 0.5]))
-        self.std = np.array(kwargs.pop("norm_std", [0.5, 0.5, 0.5]))
+        self.mean = np.array(kwargs.pop("norm_mean", [0.5, 0.5, 0.5])).flatten()
+        self.std = np.array(kwargs.pop("norm_std", [0.5, 0.5, 0.5])).flatten()
         self.version = kwargs.pop("version", 2.0)
 
     def ensure_divide(self, length, patch_size):