OTX D-Fine Detection Algorithm Integration

CHANGELOG.md

@@ -12,6 +12,8 @@ All notable changes to this project will be documented in this file.
   (<https://github.com/openvinotoolkit/training_extensions/pull/4066>)
 - Add GPU memory monitor hook
   (<https://github.com/openvinotoolkit/training_extensions/pull/4118>)
+- Add D-Fine Detection Algorithm
+  (<https://github.com/openvinotoolkit/training_extensions/pull/4142>)
 
 ### Enhancements
 

docs/source/guide/explanation/algorithms/object_detection/object_detection.rst

@@ -73,6 +73,16 @@ We support the following ready-to-use model recipes:
 +------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
 | `Object_Detection_ResNeXt101_ATSS <https://github.com/openvinotoolkit/training_extensions/blob/develop/src/otx/recipe/detection/atss_resnext101.yaml>`_    |   ResNeXt101-ATSS   | 434.75              | 344.0           |
 +------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
+| `D-Fine N Detection <https://github.com/openvinotoolkit/training_extensions/blob/develop/src/otx/recipe/detection/dfine_n.yaml>`                           |   D-Fine N          | 7.165               | 14.8            |
++------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
+| `D-Fine S Detection <https://github.com/openvinotoolkit/training_extensions/blob/develop/src/otx/recipe/detection/dfine_s.yaml>`                           |   D-Fine S          | 25.1714             | 39.9            |
++------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
+| `D-Fine M Detection <https://github.com/openvinotoolkit/training_extensions/blob/develop/src/otx/recipe/detection/dfine_m.yaml>`                           |   D-Fine M          | 56.6844             | 75.4            |
++------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
+| `D-Fine L Detection <https://github.com/openvinotoolkit/training_extensions/blob/develop/src/otx/recipe/detection/dfine_l.yaml>`                           |   D-Fine L          | 91.0344             | 120.0            |
++------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
+| `D-Fine X Detection <https://github.com/openvinotoolkit/training_extensions/blob/develop/src/otx/recipe/detection/dfine_x.yaml>`                           |   D-Fine X          | 202.486             | 240.0           |
++------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+---------------------+-----------------+
 
 Above table can be found using the following command