From a0b276fd8519e0a6ab6f2435c7d8fe0c20585bcc Mon Sep 17 00:00:00 2001
From: Vladislav Sovrasov <vladislav.sovrasov@intel.com>
Date: Thu, 7 Aug 2025 15:18:35 +0200
Subject: [PATCH 1/3] Update readme

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 3d33d80f..842dc6cd 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 
 <!-- markdownlint-disable MD042 -->
 
-[![openvino](https://img.shields.io/badge/openvino-2025.1-purple)]()
+[![openvino](https://img.shields.io/badge/openvino-2025.2-purple)]()
 
 <!-- markdownlint-enable  MD042 -->
 

From 554f733f616bd64ac95a8b38fb072ad6a3913ee5 Mon Sep 17 00:00:00 2001
From: Vladislav Sovrasov <vladislav.sovrasov@intel.com>
Date: Thu, 7 Aug 2025 15:40:17 +0200
Subject: [PATCH 2/3] Fix py 3.13 compatibility in data preparation script

---
 tests/python/accuracy/prepare_data.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/python/accuracy/prepare_data.py b/tests/python/accuracy/prepare_data.py
index ba7e9b4d..275361ca 100644
--- a/tests/python/accuracy/prepare_data.py
+++ b/tests/python/accuracy/prepare_data.py
@@ -20,8 +20,8 @@ async def download_images(data_dir):
         image = await client.get(
             "https://raw.githubusercontent.com/Shenggan/BCCD_Dataset/master/BCCD/JPEGImages/BloodImage_00007.jpg"
         )
-        with data_dir / "BloodImage_00007.jpg" as im:
-            im.write_bytes(image.content)
+        with open(data_dir / "BloodImage_00007.jpg", "wb") as im:
+            im.write(image.content)
 
 
 async def stream_file(client, url, filename):

From 0a875b45ac56a431f445dd19eaae4396281c25fb Mon Sep 17 00:00:00 2001
From: Vladislav Sovrasov <vladislav.sovrasov@intel.com>
Date: Thu, 7 Aug 2025 15:40:50 +0200
Subject: [PATCH 3/3] Make cpp keep_ratio preprocessing graph identical to
 python

---
 src/cpp/utils/src/image_utils.cpp | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/cpp/utils/src/image_utils.cpp b/src/cpp/utils/src/image_utils.cpp
index b74588d9..4fa6efe4 100644
--- a/src/cpp/utils/src/image_utils.cpp
+++ b/src/cpp/utils/src/image_utils.cpp
@@ -71,8 +71,14 @@ Output<Node> resizeImageGraph(const ov::Output<ov::Node>& input,
     auto w_ratio = std::make_shared<opset10::Divide>(opset10::Constant::create(element::f32, Shape{1}, {float(w)}), iw);
     auto h_ratio = std::make_shared<opset10::Divide>(opset10::Constant::create(element::f32, Shape{1}, {float(h)}), ih);
     auto scale = std::make_shared<opset10::Minimum>(w_ratio, h_ratio);
-    auto nw = std::make_shared<opset10::Convert>(std::make_shared<opset10::Multiply>(iw, scale), element::i32);
-    auto nh = std::make_shared<opset10::Convert>(std::make_shared<opset10::Multiply>(ih, scale), element::i32);
+    auto nw = std::make_shared<opset10::Convert>(
+        std::make_shared<opset10::Round>(std::make_shared<opset10::Multiply>(iw, scale),
+                                         opset10::Round::RoundMode::HALF_TO_EVEN),
+        element::i32);
+    auto nh = std::make_shared<opset10::Convert>(
+        std::make_shared<opset10::Round>(std::make_shared<opset10::Multiply>(ih, scale),
+                                         opset10::Round::RoundMode::HALF_TO_EVEN),
+        element::i32);
     auto new_size = std::make_shared<opset10::Concat>(OutputVector{nh, nw}, 0);
 
     auto scales = opset10::Constant::create(element::f32, Shape{2}, {0.0f, 0.0f});