update for 1.6.5 (#3880)

Author: yunchu

CHANGELOG.md

@@ -2,6 +2,13 @@
 
 All notable changes to this project will be documented in this file.
 
+## \[v1.6.5\]
+
+### Bug fixes
+
+- Fix labels names in hierarchical config (<https://github.com/openvinotoolkit/training_extensions/pull/3879>)
+- Fix Learning Rate and Loss Handling in Tile Classifier MaskRCNN EfficientNet (<https://github.com/openvinotoolkit/training_extensions/pull/3873>)
+
 ## \[v1.6.4\]
 
 ### Bug fixes

README.md

@@ -98,10 +98,10 @@ You can find more details with examples in the [CLI command intro](https://openv
 
 ## Updates
 
-### v1.6.4 (3Q24)
+### v1.6.5 (3Q24)
 
-- Pad input image to square when tiling is enabled
-- Fix confusion matrix calculation
+- Fix labels names in hierarchical config
+- Fix Learning Rate and Loss Handling in Tile Classifier MaskRCNN EfficientNet
 
 ### Release History
 

docs/source/guide/release_notes/index.rst

@@ -4,6 +4,12 @@ Releases
 .. toctree::
    :maxdepth: 1
 
+v1.6.5 (3Q24)
+-------------
+
+- Fix labels names in hierarchical config
+- Fix Learning Rate and Loss Handling in Tile Classifier MaskRCNN EfficientNet
+
 v1.6.4 (3Q24)
 -------------
 

src/otx/__init__.py

@@ -3,5 +3,5 @@
 # Copyright (C) 2021-2023 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "1.6.4"
+__version__ = "1.6.5"
 # NOTE: Sync w/ src/otx/api/usecases/exportable_code/demo/requirements.txt on release

src/otx/api/usecases/exportable_code/demo/requirements.txt

@@ -1,4 +1,4 @@
 openvino==2023.3.0
 openvino-model-api==0.1.9.1
-otx==1.6.4
+otx==1.6.5
 numpy>=1.21.0,<=1.23.5  # np.bool was removed in 1.24.0 which was used in openvino runtime