From 9602c29cdfeee2a36c50cdfef7eb5e82fce00e62 Mon Sep 17 00:00:00 2001
From: Lorenzo Mammana <lorenzo.mammana@orobix.com>
Date: Wed, 10 Jul 2024 16:04:06 +0200
Subject: [PATCH] build: Update version and docs

---
 CHANGELOG.md             | 14 ++++++++++++++
 src/anomalib/__init__.py |  2 +-
 2 files changed, 15 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0f5b7ae998..a12a73e6e7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,20 @@ 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/).
 
+## [v0.7.0+obx.1.3.4]
+
+### Added
+
+- Add three new flags to change the anomaly computation for patchcore
+    - `disable_score_weighting` which disables reweighting the anomaly score based on the anomalib formula
+    - `weight_anomaly_map` which apply the same weight used for the anomaly score to the whole anomaly map
+    - `anomaly_score_from_max_heatmap` which computes the anomaly score from the max value of the anomaly map
+
+    The latter is the one impacting the most the anomaly score computation as it will extract the max of the anomaly
+    map after the application of the pooling, this is the only way ensuring that the anomaly score is the maximum
+    value of the anomaly map. Disable score weighting should only be used if this flag is set to False, otherwise the
+    anomaly score will be replaced by the max of the anomaly map.
+
 ## [v0.7.0+obx.1.3.3]
 
 ### Fixed
diff --git a/src/anomalib/__init__.py b/src/anomalib/__init__.py
index 5ea3b25b7b..7246a4a267 100644
--- a/src/anomalib/__init__.py
+++ b/src/anomalib/__init__.py
@@ -4,6 +4,6 @@
 # SPDX-License-Identifier: Apache-2.0
 
 anomalib_version = "0.7.0"
-custom_orobix_version = "1.3.3"
+custom_orobix_version = "1.3.4"
 
 __version__ = f"{anomalib_version}+obx.{custom_orobix_version}"