diff --git a/utils/augmentations.py b/utils/augmentations.py
index 97506ae25123..3f764c06ae3b 100644
--- a/utils/augmentations.py
+++ b/utils/augmentations.py
@@ -39,9 +39,8 @@ def __init__(self):
 
     def __call__(self, im, labels, p=1.0):
         if self.transform and random.random() < p:
-            new = self.transform(image=im[..., ::-1], bboxes=labels[:, 1:], class_labels=labels[:, 0])  # transformed
-            im = new['image'][..., ::-1]  # RGB to BGR
-            labels = np.array([[c, *b] for c, b in zip(new['class_labels'], new['bboxes'])])
+            new = self.transform(image=im, bboxes=labels[:, 1:], class_labels=labels[:, 0])  # transformed
+            im, labels = new['image'], np.array([[c, *b] for c, b in zip(new['class_labels'], new['bboxes'])])
         return im, labels