diff --git a/timm_image.py b/timm_image.py
index fe2cc97..f937cab 100644
--- a/timm_image.py
+++ b/timm_image.py
@@ -22,6 +22,7 @@ import torch
 from torch import nn
 
 from PIL import Image as PILImage
+import cv2
 
 from timm.data.transforms_factory import create_transform
 from timm.data import resolve_data_config
@@ -55,9 +56,12 @@ class TimmImage(NNOperator):
 
     def __call__(self, img: numpy.ndarray) -> numpy.ndarray:
         if hasattr(img, 'mode'):
-            if img.mode != 'RGB':
+            if img.mode not in ['RGB', 'BGR']:
                 log.error(f'Invalid image mode: expect "RGB" but receive "{img.mode}".')
                 raise AssertionError(f'Invalid image mode "{img.mode}".')
+            elif img.mode == 'BGR':
+                img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
+                log.warning('Converting image mode from "BGR" to "RGB" ...')
         else:
             log.warning(f'Image mode is not specified. Using "RGB" now.')