IVGCVSW-7484 Update versions in Arm NN for 23.05

Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ib0d7835355e82d94b66b27a25b56b788c4606ae8
diff --git a/README.md b/README.md
index 3bd8378..b071e7d 100644
--- a/README.md
+++ b/README.md
@@ -61,12 +61,12 @@
 
 | Operating System                              | Architecture-specific Release Archive (Download)                                                                                                                                                                                                                                                                                  |
 |-----------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| Android (AAR)                                 | [![](https://img.shields.io/badge/download-android--aar-orange)](https://github.com/ARM-software/armnn/releases/download/v23.02/armnn_delegate_jni-23.02.aar)                                                                                                                                                                     |
-| Android 10 "Q/Quince Tart" (API level 29)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-29-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-29-arm64-v8a.tar.gz) |
-| Android 11 "R/Red Velvet Cake" (API level 30)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-30-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-30-arm64-v8a.tar.gz) |
-| Android 12 "S/Snow Cone" (API level 31)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-31-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-31-arm64-v8a.tar.gz) |
-| Android 13 "T/Tiramisu" (API level 32)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-32-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-android-32-arm64-v8a.tar.gz) |
-| Linux                                         | [![](https://img.shields.io/badge/download-aarch64-green)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-linux-aarch64.tar.gz) [![](https://img.shields.io/badge/download-x86__64-yellow)](https://github.com/ARM-software/armnn/releases/download/v23.02/ArmNN-linux-x86_64.tar.gz)                       |
+| Android (AAR)                                 | [![](https://img.shields.io/badge/download-android--aar-orange)](https://github.com/ARM-software/armnn/releases/download/v23.05/armnn_delegate_jni-23.05.aar)                                                                                                                                                                     |
+| Android 10 "Q/Quince Tart" (API level 29)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-29-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-29-arm64-v8a.tar.gz) |
+| Android 11 "R/Red Velvet Cake" (API level 30)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-30-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-30-arm64-v8a.tar.gz) |
+| Android 12 "S/Snow Cone" (API level 31)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-31-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-31-arm64-v8a.tar.gz) |
+| Android 13 "T/Tiramisu" (API level 32)     | [![](https://img.shields.io/badge/download-arm64--v8.2a-blue)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-32-arm64-v8.2-a.tar.gz) [![](https://img.shields.io/badge/download-arm64--v8a-red)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-android-32-arm64-v8a.tar.gz) |
+| Linux                                         | [![](https://img.shields.io/badge/download-aarch64-green)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-linux-aarch64.tar.gz) [![](https://img.shields.io/badge/download-x86__64-yellow)](https://github.com/ARM-software/armnn/releases/download/v23.05/ArmNN-linux-x86_64.tar.gz)                       |
 
 
 ## Software Overview
diff --git a/docs/Doxyfile b/docs/Doxyfile
index 863712b..98b2e1d 100644
--- a/docs/Doxyfile
+++ b/docs/Doxyfile
@@ -61,7 +61,7 @@
 # could be handy for archiving the generated documentation or if some version
 # control system is used.
 
-PROJECT_NUMBER         = 23.02
+PROJECT_NUMBER         = 23.05
 
 # Using the PROJECT_BRIEF tag one can provide an optional one line description
 # for a project that appears at the top of each page and should give viewer a