diff --git a/README.md b/README.md
index e323ea40..3b20f76d 100755
--- a/README.md
+++ b/README.md
@@ -184,6 +184,10 @@ Calculating mAP: 100%|███████████████████
  Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.577
 ```
 
+# Citation
+
+[![DOI](https://zenodo.org/badge/146165888.svg)](https://zenodo.org/badge/latestdoi/146165888)
+
 # Contact
 
-For questions or comments please contact Glenn Jocher at glenn.jocher@ultralytics.com or visit us at https://contact.ultralytics.com.
+Issues should be raised directly in the repository. For additional questions or comments please email Glenn Jocher at glenn.jocher@ultralytics.com or visit us at https://contact.ultralytics.com/contact.