build: Update version and docs

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

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}"