diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1a5dbbb26b..62169cca36 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,14 @@ All notable changes to this project will be documented in this file.
 
 ### New features
 
+### Enhancements
+
+### Bug fixes
+
+## \[2.3.0\]
+
+### New features
+
 - Turn on/off classification augmentations
   (<https://github.com/openvinotoolkit/training_extensions/pull/4039>)
 - Turn on/off detection and instance segmentation augmentations