Update for 2.2.0rc1 (#3956)

Author: yunchu

CHANGELOG.md

@@ -43,15 +43,25 @@ All notable changes to this project will be documented in this file.
   (<https://github.com/openvinotoolkit/training_extensions/pull/3769>)
 - Refactoring `ConvModule` by removing `conv_cfg`, `norm_cfg`, and `act_cfg`
   (<https://github.com/openvinotoolkit/training_extensions/pull/3783>, <https://github.com/openvinotoolkit/training_extensions/pull/3816>, <https://github.com/openvinotoolkit/training_extensions/pull/3809>)
+- Support ImageFromBytes
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3948>)
+- enable model export
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3952>)
+- Move templates from OTX1.X to OTX2.X
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3951>)
 
 ### Bug fixes
 
 - Fix Combined Dataloader & unlabeled warmup loss in Semi-SL
-  (https://github.com/openvinotoolkit/training_extensions/pull/3723)
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3723>)
 - Revert #3579 to fix issues with replacing coco_instance with a different format in some dataset
-  (https://github.com/openvinotoolkit/training_extensions/pull/3753)
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3753>)
 - Add num_devices in Engine for multi-gpu training
-  (https://github.com/openvinotoolkit/training_extensions/pull/3778)
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3778>)
+- Add missing tile recipes and various tile recipe changes
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3942>)
+- Change categories mapping logic
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3946>)
 
 ## \[v2.1.0\]
 

README.md

@@ -190,12 +190,17 @@ In addition to the examples above, please refer to the documentation for tutoria
 - Enable to use input_size at transforms in recipe
 - Enable to use polygon and bitmap mask as prompt inputs for zero-shot learning
 - Refactoring `ConvModule` by removing `conv_cfg`, `norm_cfg`, and `act_cfg`
+- Support ImageFromBytes
+- enable model export
+- Move templates from OTX1.X to OTX2.X
 
 ### Bug fixes
 
 - Fix Combined Dataloader & unlabeled warmup loss in Semi-SL
 - Revert #3579 to fix issues with replacing coco_instance with a different format in some dataset
 - Add num_devices in Engine for multi-gpu training
+- Add missing tile recipes and various tile recipe changes
+- Change categories mapping logic
 
 ### Known issues
 

docs/source/guide/release_notes/index.rst

@@ -31,14 +31,18 @@ Enhancements
 - Enable to use input_size at transforms in recipe
 - Enable to use polygon and bitmap mask as prompt inputs for zero-shot learning
 - Refactoring `ConvModule` by removing `conv_cfg`, `norm_cfg`, and `act_cfg`
+- Support ImageFromBytes
+- enable model export
+- Move templates from OTX1.X to OTX2.X
 
 Bug fixes
 ^^^^^^^^^
 
 - Fix Combined Dataloader & unlabeled warmup loss in Semi-SL
 - Revert #3579 to fix issues with replacing coco_instance with a different format in some dataset
 - Add num_devices in Engine for multi-gpu training
-
+- Add missing tile recipes and various tile recipe changes
+- Change categories mapping logic
 
 v2.1.0 (2024.07)
 ----------------

src/otx/__init__.py

@@ -3,7 +3,7 @@
 # Copyright (C) 2024 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "2.2.0rc0"
+__version__ = "2.2.0rc1"
 
 import os
 from pathlib import Path