diff --git a/CHANGELOG.md b/CHANGELOG.md
index f83c6bbb09..b869e64d2d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,18 +4,39 @@ All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
-## [Unreleased]
+## What's Changed
+
+## [v0.6.0] - 2023-06-15
 
 ### Added
 
-- Add bounding box post-processing operations in AI-VAD implementation (<https://github.com/openvinotoolkit/anomalib/pull/1103>)
+- EfficientAD by @alexriedel1 in https://github.com/openvinotoolkit/anomalib/pull/1073
+- AI-VAD bbox post-processing by @djdameln in https://github.com/openvinotoolkit/anomalib/pull/1103
+- Add dataset categories to data modules by @samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1105
+- Pass codedov token from environment by @ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1102
 
 ### Changed
 
+- OV API2.0 by @paularamo in https://github.com/openvinotoolkit/anomalib/pull/1098
+
 ### Deprecated
 
+- OV API1.0 by @paularamo in https://github.com/openvinotoolkit/anomalib/pull/1098
+
 ###  Fixed
 
+- Fix Fastflow ONNX export. by @jasonvanzelm in https://github.com/openvinotoolkit/anomalib/pull/1108
+- Fix tile import typo by @xbkaishui in https://github.com/openvinotoolkit/anomalib/pull/1106
+- Fix `pre-commit` issues caused by the EfficientAD PR by @samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1114
+- Bump requests from 2.26.0 to 2.31.0 in /requirements by @dependabot in https://github.com/openvinotoolkit/anomalib/pull/1100
+
+### New Contributors
+
+- @xbkaishui made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1106
+- @jasonvanzelm made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1108
+
+**Full Changelog**: https://github.com/openvinotoolkit/anomalib/compare/v0.5.1...v0.6.0
+
 ## [v0.5.1] - 2023-05-24
 
 ### Added
diff --git a/src/anomalib/__init__.py b/src/anomalib/__init__.py
index 3df4c49194..5059143861 100644
--- a/src/anomalib/__init__.py
+++ b/src/anomalib/__init__.py
@@ -3,4 +3,4 @@
 # Copyright (C) 2022 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "1.0.0dev"
+__version__ = "0.6.0"