diff --git a/src/anomalib/utils/visualization/image.py b/src/anomalib/utils/visualization/image.py
index ddcfd416fb..e2c57c35bc 100644
--- a/src/anomalib/utils/visualization/image.py
+++ b/src/anomalib/utils/visualization/image.py
@@ -145,6 +145,7 @@ def _visualize_batch(self, batch: dict) -> Iterator[GeneratorResult]:
             elif "video_path" in batch:
                 height, width = batch["image"].shape[-2:]
                 image = batch["original_image"][i].squeeze().cpu().numpy()
+                image = image.transpose(1, 2, 0)
                 image = cv2.resize(image, dsize=(width, height), interpolation=cv2.INTER_AREA)
             else:
                 msg = "Batch must have either 'image_path' or 'video_path' defined."