diff --git a/src/otx/algorithms/common/adapters/mmcv/pipelines/load_image_from_otx_dataset.py b/src/otx/algorithms/common/adapters/mmcv/pipelines/load_image_from_otx_dataset.py
index fa0c94518d9..564b69fb6e7 100644
--- a/src/otx/algorithms/common/adapters/mmcv/pipelines/load_image_from_otx_dataset.py
+++ b/src/otx/algorithms/common/adapters/mmcv/pipelines/load_image_from_otx_dataset.py
@@ -42,7 +42,10 @@ def _get_unique_key(results: Dict[str, Any]) -> Tuple:
         if "cache_key" in results:
             return results["cache_key"]
         d_item = results["dataset_item"]
-        results["cache_key"] = d_item.media.path, d_item.roi.id
+        if d_item.media.path: # when video extracted frames come, media.path is given by None
+            results["cache_key"] = d_item.media.path, d_item.roi.id
+        else:
+            results["cache_key"] = d_item.roi.id, d_item.annotation_scene.annotations[0].id
         return results["cache_key"]
 
     def _get_memcache_handler(self):