Update readme and changelog

Author: sovrasov

CHANGELOG.md

@@ -4,6 +4,11 @@ All notable changes to this project will be documented in this file.
 
 ## \[Unreleased\]
 
+### New features
+
+- Add MobileNetV4 medium recipe
+  (https://github.com/open-edge-platform/training_extensions/pull/4341)
+
 ### Enhancements
 
 - Bump OV and NNCF to 2025.1

README.md

@@ -15,7 +15,7 @@
 
 [![python](https://img.shields.io/badge/python-3.10%2B-green)]()
 [![pytorch](https://img.shields.io/badge/pytorch-2.5%2B-orange)]()
-[![openvino](https://img.shields.io/badge/openvino-2025.0-purple)]()
+[![openvino](https://img.shields.io/badge/openvino-2025.1-purple)]()
 
 <!-- markdownlint-enable  MD042 -->