diff --git a/.github/workflows/build_wheels_linux_arm.yml b/.github/workflows/build_wheels_linux_arm.yml
deleted file mode 100644
index d802204e..00000000
--- a/.github/workflows/build_wheels_linux_arm.yml
+++ /dev/null
@@ -1,191 +0,0 @@
-name: Linux ARM64
-
-on:
-  pull_request:
-    branches:
-      - master
-      - 3.4
-      - 4.x
-      - 5.x
-    paths-ignore:
-      - '.github/workflows/build_wheels_linux.yml'
-      - '.github/workflows/build_wheels_windows*'
-      - '.github/workflows/build_wheels_macos*'
-  release:
-    types: [published, edited]
-  schedule:
-    - cron: '0 3 * * 6'
-  workflow_dispatch:
-
-
-jobs:
-  Build:
-    runs-on: opencv-cn-lin-arm64
-    defaults:
-      run:
-        shell: bash
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ['3.9']
-        platform: [x64]
-        with_contrib: [0, 1]
-        without_gui: [0, 1]
-        build_sdist: [0]
-    env:
-      ACTIONS_ALLOW_UNSECURE_COMMANDS: true
-      REPO_DIR: .
-      PROJECT_SPEC: opencv-python
-      MB_PYTHON_VERSION: ${{ matrix.python-version }}
-      TRAVIS_PYTHON_VERSION: ${{ matrix.python-version }}
-      PLAT: aarch64
-      MB_ML_VER: 2014
-      TRAVIS_BUILD_DIR: ${{ github.workspace }}
-      CONFIG_PATH: travis_config.sh
-      DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux2014-aarch64:20250611
-      USE_CCACHE: 0
-      UNICODE_WIDTH: 32
-      SDIST: ${{ matrix.build_sdist || 0 }}
-      ENABLE_HEADLESS: ${{ matrix.without_gui }}
-      ENABLE_CONTRIB: ${{ matrix.with_contrib }}
-    steps:
-    - name: Cleanup
-      run: find . -mindepth 1 -delete
-      working-directory: ${{ github.workspace }}
-    - name: Setup environment
-      run: |
-        if [[ "${{ github.event_name }}" == "schedule" || "${{ github.event_name }}" == "workflow_dispatch" ]]; then
-          echo "ENABLE_ROLLING=1" >> $GITHUB_ENV
-        fi
-    - name: Checkout
-      uses: actions/checkout@v3
-      with:
-        submodules: false
-        fetch-depth: 0
-    - name: Build a package
-      run: source scripts/build.sh
-    - name: Saving a wheel accordingly to matrix
-      uses: actions/upload-artifact@v4
-      with:
-        name: wheel-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
-        path: wheelhouse/opencv*.whl
-
-  Test:
-    needs: [Build]
-    runs-on: opencv-cn-lin-arm64
-    defaults:
-      run:
-        shell: bash
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
-        platform: [x64]
-        with_contrib: [0, 1]
-        without_gui: [0, 1]
-        build_sdist: [0]
-    env:
-      ACTIONS_ALLOW_UNSECURE_COMMANDS: true
-      MB_PYTHON_VERSION: ${{ matrix.python-version }}
-      PLAT: aarch64
-      NP_TEST_DEP: numpy==1.19.4
-      NP_TEST_DEP_LATEST: numpy==2.2.1
-      CONFIG_PATH: travis_config.sh
-      DOCKER_TEST_IMAGE: multibuild/focal_arm64v8
-      UNICODE_WIDTH: 32
-    steps:
-    - name: Cleanup
-      run: find . -mindepth 1 -delete
-      working-directory: ${{ github.workspace }}
-    - name: Checkout
-      uses: actions/checkout@v3
-      with:
-        submodules: true
-        fetch-depth: 0
-    - name: Setup Environment variables
-      run: if [ "3.10" == "${{ matrix.python-version }}" -o "3.11" == "${{ matrix.python-version }}" -o "3.12" == "${{ matrix.python-version }}" -o "3.13" == "${{ matrix.python-version }}" ]; then echo "TEST_DEPENDS=$(echo $NP_TEST_DEP_LATEST)" >> $GITHUB_ENV; else echo "TEST_DEPENDS=$(echo $NP_TEST_DEP)" >> $GITHUB_ENV; fi
-    - name: Download a wheel accordingly to matrix
-      uses: actions/download-artifact@v4
-      with:
-        name: wheel-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
-        path: wheelhouse/
-    - name: Package installation and run tests
-      run: source scripts/install.sh
-
-  Release_rolling:
-    if: ${{ github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' }}
-    needs: [Build, Test]
-    runs-on: ubuntu-22.04
-    environment: opencv-python-rolling-release
-    defaults:
-      run:
-        shell: bash
-    steps:
-      - uses: actions/download-artifact@v4
-        with:
-          name: wheels
-          path: wheelhouse/
-      - name: Upload wheels for opencv_python_rolling
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_python_rolling-*
-      - name: Upload wheels for opencv_contrib_python_rolling
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python_rolling-*
-      - name: Upload wheels for opencv_python_headless_rolling
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_HEADLESS_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_HEADLESS_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_python_headless_rolling-*
-      - name: Upload wheels for opencv_contrib_python_headless_rolling
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python_headless_rolling-*
-
-  Pre-release:
-    if: github.event_name == 'release' && github.event.release.prerelease
-    needs: [Build, Test]
-    runs-on: ubuntu-22.04
-    environment: test-opencv-python-release
-    defaults:
-      run:
-        shell: bash
-    steps:
-      - uses: actions/download-artifact@v4
-        with:
-          name: wheels
-          path: wheelhouse/
-      - name: Upload all wheels
-        run: |
-          python -m pip install twine
-          python -m twine upload --repository testpypi -u ${{ secrets.PYPI_USERNAME }} -p ${{ secrets.PYPI_PASSWORD }} --skip-existing wheelhouse/opencv_*
-
-  Release:
-    if: github.event_name == 'release' && !github.event.release.prerelease
-    needs: [Build, Test]
-    runs-on: ubuntu-22.04
-    environment: opencv-python-release
-    defaults:
-      run:
-        shell: bash
-    steps:
-      - uses: actions/download-artifact@v4
-        with:
-          name: wheels
-          path: wheelhouse/
-      - name: Upload wheels for opencv_python
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_PASSWORD }} --skip-existing wheelhouse/opencv_python-*
-      - name: Upload wheels for opencv_contrib_python
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python-*
-      - name: Upload wheels for opencv_python_headless
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_HEADLESS_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_HEADLESS_PASSWORD }} --skip-existing wheelhouse/opencv_python_headless-*
-      - name: Upload wheels for opencv_contrib_python_headless
-        run: |
-          python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python_headless-*
diff --git a/.github/workflows/build_wheels_macos.yml b/.github/workflows/build_wheels_macos.yml
index a1cad49e..49398859 100644
--- a/.github/workflows/build_wheels_macos.yml
+++ b/.github/workflows/build_wheels_macos.yml
@@ -3,12 +3,10 @@ name: macOS x86_64
 on:
   pull_request:
     branches:
-      - master
-      - 3.4
       - 4.x
       - 5.x
     paths-ignore:
-      - '.github/workflows/build_wheels_linux*'
+      - '.github/workflows/build_wheels_manylinux*'
       - '.github/workflows/build_wheels_windows*'
       - '.github/workflows/build_wheels_macos_m1.yml'
   release:
@@ -20,10 +18,7 @@ on:
 
 jobs:
   Build:
-    runs-on: macos-13
-    defaults:
-      run:
-        shell: bash
+    runs-on: python-macos-intel
     strategy:
       fail-fast: false
       matrix:
@@ -33,6 +28,7 @@ jobs:
         without_gui: [0, 1]
         build_sdist: [0]
     env:
+      CI_BUILD: 1
       ACTIONS_ALLOW_UNSECURE_COMMANDS: true
       REPO_DIR: .
       PROJECT_SPEC: opencv-python
@@ -48,6 +44,7 @@ jobs:
       SDIST: ${{ matrix.build_sdist || 0 }}
       ENABLE_HEADLESS: ${{ matrix.without_gui }}
       ENABLE_CONTRIB: ${{ matrix.with_contrib }}
+      PIP_INDEX_URL: https://pypi.tuna.tsinghua.edu.cn/simple
     steps:
     - name: Cleanup
       run: find . -mindepth 1 -delete
@@ -57,12 +54,6 @@ jobs:
         if [[ "${{ github.event_name }}" == "schedule" || "${{ github.event_name }}" == "workflow_dispatch" ]]; then
           echo "ENABLE_ROLLING=1" >> $GITHUB_ENV
         fi
-        # hack for image issue on mac: https://github.com/actions/runner-images/issues/6817
-        rm /usr/local/bin/2to3*
-        rm /usr/local/bin/idle3*
-        rm /usr/local/bin/pydoc3*
-        rm /usr/local/bin/python3*
-        # end hack
     - name: Checkout
       uses: actions/checkout@v3
       with:
@@ -70,21 +61,13 @@ jobs:
         fetch-depth: 0
     - name: Build a package
       run: |
-        set -e
-        # Check out and prepare the source
-        # Multibuild doesn't have releases, so --depth would break eventually (see
-        # https://superuser.com/questions/1240216/server-does-not-allow-request-for-unadvertised)
         git submodule update --init multibuild
-        source multibuild/common_utils.sh
-        # https://github.com/matthew-brett/multibuild/issues/116
-        if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then export ARCH_FLAGS=" "; fi
-        source multibuild/travis_steps.sh
-        # This sets -x
-        # source travis_multibuild_customize.sh
         echo $ENABLE_CONTRIB > contrib.enabled
         echo $ENABLE_HEADLESS > headless.enabled
-        set -x
-        build_wheel $REPO_DIR $PLAT
+        export MACOSX_DEPLOYMENT_TARGET=14.0
+        python${{ matrix.python-version }} -m pip install toml && python${{ matrix.python-version }} -c 'import toml; c = toml.load("pyproject.toml"); print("\n".join(c["build-system"]["requires"]))' | python${{ matrix.python-version }} -m pip install -r /dev/stdin
+        python${{ matrix.python-version }} setup.py bdist_wheel --py-limited-api=cp37 --dist-dir=wheelhouse -v
+        delocate-wheel ${{ github.workspace }}/wheelhouse/opencv*
     - name: Saving a wheel accordingly to matrix
       uses: actions/upload-artifact@v4
       with:
@@ -93,14 +76,11 @@ jobs:
 
   Test:
     needs: [Build]
-    runs-on: macos-13
-    defaults:
-      run:
-        shell: bash
+    runs-on: python-macos-intel
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
         platform: [x64]
         with_contrib: [0, 1]
         without_gui: [0, 1]
@@ -109,11 +89,12 @@ jobs:
       ACTIONS_ALLOW_UNSECURE_COMMANDS: true
       MB_PYTHON_VERSION: ${{ matrix.python-version }}
       NP_TEST_DEP: numpy==1.19.4
-      NP_TEST_DEP_LATEST: numpy==2.2.1
+      NP_TEST_DEP_LATEST: numpy==2.2.6
       CONFIG_PATH: travis_config.sh
       PLAT: x86_64
       OPENCV_TEST_DATA_PATH: ${{ github.workspace }}/opencv_extra/testdata
       PYLINT_TEST_FILE: ${{ github.workspace }}/opencv/samples/python/squares.py
+      PIP_INDEX_URL: https://pypi.tuna.tsinghua.edu.cn/simple
     steps:
     - name: Cleanup
       run: find . -mindepth 1 -delete
@@ -123,32 +104,33 @@ jobs:
       with:
         submodules: true
         fetch-depth: 0
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
-        architecture: ${{ matrix.platform }}
-    - name: Setup Environment variables
-      run: if ["3.10" == "${{ matrix.python-version }}" -o "3.11" == "${{ matrix.python-version }}" -o "3.12" == "${{ matrix.python-version }}" -o "3.13" == "${{ matrix.python-version }}" ]; then echo "TEST_DEPENDS=$(echo $NP_TEST_DEP_LATEST)" >> $GITHUB_ENV; else echo "TEST_DEPENDS=$(echo $NP_TEST_DEP)" >> $GITHUB_ENV; fi
     - name: Download a wheel accordingly to matrix
       uses: actions/download-artifact@v4
       with:
         name: wheel-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
         path: wheelhouse/
+    - name: Create Venv for test
+      run: |
+        test -d "${{ github.workspace }}/opencv_test" && rm -rf "${{ github.workspace }}/opencv_test"
+        python${{ matrix.python-version }} -m venv ${{ github.workspace }}/opencv_test
     - name: Package installation
       run: |
-        python -m pip install wheelhouse/opencv*.whl
+        source ${{ github.workspace }}/opencv_test/bin/activate
+        python${{ matrix.python-version }} -m pip install --upgrade pip
+        python${{ matrix.python-version }} -m pip install --no-cache --force-reinstall wheelhouse/opencv*.whl
         cd ${{ github.workspace }}/tests
-        python get_build_info.py
+        python${{ matrix.python-version }} get_build_info.py
     - name: Run tests
       run: |
+        source ${{ github.workspace }}/opencv_test/bin/activate
         cd ${{ github.workspace }}/opencv
-        python modules/python/test/test.py -v --repo .
+        python${{ matrix.python-version }} modules/python/test/test.py -v --repo .
     - name: Pylint test
       run: |
-        python -m pip install pylint==2.15.9
+        source ${{ github.workspace }}/opencv_test/bin/activate
+        python${{ matrix.python-version }} -m pip install pylint==2.15.9
         cd ${{ github.workspace }}/tests
-        python -m pylint $PYLINT_TEST_FILE
+        python${{ matrix.python-version }} -m pylint $PYLINT_TEST_FILE
 
   Release_rolling:
     if: ${{ github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' }}
diff --git a/.github/workflows/build_wheels_macos_m1.yml b/.github/workflows/build_wheels_macos_m1.yml
index 1e62c858..85265a5a 100644
--- a/.github/workflows/build_wheels_macos_m1.yml
+++ b/.github/workflows/build_wheels_macos_m1.yml
@@ -3,12 +3,10 @@ name: macOS ARM64
 on:
   pull_request:
     branches:
-      - master
-      - 3.4
       - 4.x
       - 5.x
     paths-ignore:
-      - '.github/workflows/build_wheels_linux*'
+      - '.github/workflows/build_wheels_manylinux*'
       - '.github/workflows/build_wheels_windows*'
       - '.github/workflows/build_wheels_macos.yml'
   release:
@@ -70,7 +68,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
         platform: [x64]
         with_contrib: [0, 1]
         without_gui: [0, 1]
diff --git a/.github/workflows/build_wheels_linux.yml b/.github/workflows/build_wheels_manylinux.yml
similarity index 74%
rename from .github/workflows/build_wheels_linux.yml
rename to .github/workflows/build_wheels_manylinux.yml
index 7e2f836e..8abf61fb 100644
--- a/.github/workflows/build_wheels_linux.yml
+++ b/.github/workflows/build_wheels_manylinux.yml
@@ -1,14 +1,11 @@
-name: Linux x86_64
+name: Manylinux
 
 on:
   pull_request:
     branches:
-      - master
-      - 3.4
       - 4.x
       - 5.x
     paths-ignore:
-      - '.github/workflows/build_wheels_linux_arm.yml'
       - '.github/workflows/build_wheels_windows*'
       - '.github/workflows/build_wheels_macos*'
   release:
@@ -20,7 +17,7 @@ on:
 
 jobs:
   Build:
-    runs-on: ubuntu-22.04
+    runs-on: ${{ matrix.platform == 'aarch64' && 'opencv-cn-lin-arm64' || 'ubuntu-22.04' }}
     defaults:
       run:
         shell: bash
@@ -28,26 +25,42 @@ jobs:
       fail-fast: false
       matrix:
         python-version: ['3.9']
-        platform: [x64]
+        platform: [x86_64, aarch64]
+        manylinux: [2014, 2_28]
         with_contrib: [0, 1]
         without_gui: [0, 1]
         build_sdist: [0]
+        include:
+          - platform: aarch64
+            manylinux: 2014
+            DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux2014-aarch64:20260102
+          - platform: x86_64
+            manylinux: 2014
+            DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux2014-x86-64:20260102
+          - platform: x86_64
+            manylinux: 2_28
+            DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux_2_28-x86-64:20260102
+          - platform: aarch64
+            manylinux: 2_28
+            DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux_2_28-aarch64:20260102
+
     env:
       ACTIONS_ALLOW_UNSECURE_COMMANDS: true
       REPO_DIR: .
       PROJECT_SPEC: opencv-python
       MB_PYTHON_VERSION: ${{ matrix.python-version }}
       TRAVIS_PYTHON_VERSION: ${{ matrix.python-version }}
-      MB_ML_VER: 2014
+      MB_ML_VER: ${{ matrix.manylinux }}
       TRAVIS_BUILD_DIR: ${{ github.workspace }}
       CONFIG_PATH: travis_config.sh
-      DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux2014-x86-64:20250611
+      DOCKER_IMAGE: ${{ matrix.DOCKER_IMAGE }}
       USE_CCACHE: 0
       UNICODE_WIDTH: 32
-      PLAT: x86_64
+      PLAT: ${{ matrix.platform }}
       SDIST: ${{ matrix.build_sdist || 0 }}
       ENABLE_HEADLESS: ${{ matrix.without_gui }}
       ENABLE_CONTRIB: ${{ matrix.with_contrib }}
+
     steps:
     - name: Cleanup
       run: find . -mindepth 1 -delete
@@ -62,17 +75,18 @@ jobs:
       with:
         submodules: false
         fetch-depth: 0
+
     - name: Build a package
       run: source scripts/build.sh
     - name: Saving a wheel accordingly to matrix
       uses: actions/upload-artifact@v4
       with:
-        name: wheel-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
+        name: wheel-${{ matrix.platform }}-${{ matrix.manylinux }}-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
         path: wheelhouse/opencv*.whl
 
   Test:
     needs: [Build]
-    runs-on: ubuntu-22.04
+    runs-on: ${{ matrix.platform == 'aarch64' && 'opencv-cn-lin-arm64' || 'ubuntu-22.04' }}
     defaults:
       run:
         shell: bash
@@ -80,17 +94,23 @@ jobs:
       fail-fast: false
       matrix:
         python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
-        platform: [x64]
+        platform: [x86_64, aarch64]
+        manylinux: [2014, 2_28]
         with_contrib: [0, 1]
         without_gui: [0, 1]
         build_sdist: [0]
+
     env:
       ACTIONS_ALLOW_UNSECURE_COMMANDS: true
       MB_PYTHON_VERSION: ${{ matrix.python-version }}
       NP_TEST_DEP: numpy==1.19.4
-      NP_TEST_DEP_LATEST: numpy==2.2.1
+      NP_TEST_DEP_LATEST: numpy==2.2.6
       CONFIG_PATH: travis_config.sh
-      PLAT: x86_64
+      PLAT: ${{ matrix.platform }}
+      SDIST: ${{ matrix.build_sdist || 0 }}
+      ENABLE_HEADLESS: ${{ matrix.without_gui }}
+      ENABLE_CONTRIB: ${{ matrix.with_contrib }}
+      DOCKER_TEST_IMAGE: ${{ matrix.platform == 'aarch64' && 'quay.io/opencv-ci/multibuild-focal_arm64v8:2025-11-13' || '' }}
     steps:
     - name: Cleanup
       run: find . -mindepth 1 -delete
@@ -100,12 +120,13 @@ jobs:
       with:
         submodules: true
         fetch-depth: 0
+
     - name: Setup Environment variables
-      run: if [ "3.10" == "${{ matrix.python-version }}" -o "3.11" == "${{ matrix.python-version }}" -o "3.12" == "${{ matrix.python-version }}" -o "3.13" == "${{ matrix.python-version }}" ]; then echo "TEST_DEPENDS=$(echo $NP_TEST_DEP_LATEST)" >> $GITHUB_ENV; else echo "TEST_DEPENDS=$(echo $NP_TEST_DEP)" >> $GITHUB_ENV; fi
+      run: if [ "3.10" == "${{ matrix.python-version }}" -o "3.11" == "${{ matrix.python-version }}" -o "3.12" == "${{ matrix.python-version }}" -o "3.13" == "${{ matrix.python-version }}" -o "3.14" == "${{ matrix.python-version }}" ]; then echo "TEST_DEPENDS=$(echo $NP_TEST_DEP_LATEST)" >> $GITHUB_ENV; else echo "TEST_DEPENDS=$(echo $NP_TEST_DEP)" >> $GITHUB_ENV; fi
     - name: Download a wheel accordingly to matrix
       uses: actions/download-artifact@v4
       with:
-        name: wheel-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
+        name: wheel-${{ matrix.platform }}-${{ matrix.manylinux }}-${{ matrix.with_contrib }}-${{ matrix.without_gui }}-${{ matrix.build_sdist }}
         path: wheelhouse/
     - name: Package installation and run tests
       run: source scripts/install.sh
@@ -134,7 +155,7 @@ jobs:
       NP_TEST_DEP: numpy==1.19.4
       TRAVIS_BUILD_DIR: ${{ github.workspace }}
       CONFIG_PATH: travis_config.sh
-      DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux2014-x86-64:20250611
+      DOCKER_IMAGE: quay.io/opencv-ci/opencv-python-manylinux2014-x86-64:20260102
       USE_CCACHE: 1
       UNICODE_WIDTH: 32
       SDIST: ${{ matrix.build_sdist || 0 }}
@@ -188,24 +209,24 @@ jobs:
     steps:
       - uses: actions/download-artifact@v4
         with:
-          name: wheels
           path: wheelhouse/
+
       - name: Upload wheels for opencv_python_rolling
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_python_rolling-*
+          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_ROLLING_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_python_rolling-*
       - name: Upload wheels for opencv_contrib_python_rolling
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python_rolling-*
+          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_ROLLING_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_contrib_python_rolling-*
       - name: Upload wheels for opencv_python_headless_rolling
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_HEADLESS_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_HEADLESS_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_python_headless_rolling-*
+          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_HEADLESS_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_HEADLESS_ROLLING_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_python_headless_rolling-*
       - name: Upload wheels for opencv_contrib_python_headless_rolling
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_ROLLING_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python_headless_rolling-*
+          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_ROLLING_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_ROLLING_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_contrib_python_headless_rolling-*
 
   Pre-release:
     if: github.event_name == 'release' && github.event.release.prerelease
@@ -218,12 +239,12 @@ jobs:
     steps:
       - uses: actions/download-artifact@v4
         with:
-          name: wheels
           path: wheelhouse/
+
       - name: Upload all wheels
         run: |
           python -m pip install twine
-          python -m twine upload --repository testpypi -u ${{ secrets.PYPI_USERNAME }} -p ${{ secrets.PYPI_PASSWORD }} --skip-existing wheelhouse/opencv_* wheelhouse/opencv-*
+          python -m twine upload --repository testpypi -u ${{ secrets.PYPI_USERNAME }} -p ${{ secrets.PYPI_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_* wheelhouse/wheel-*/opencv-*
 
   Release:
     if: github.event_name == 'release' && !github.event.release.prerelease
@@ -236,21 +257,20 @@ jobs:
     steps:
       - uses: actions/download-artifact@v4
         with:
-          name: wheels
           path: wheelhouse/
       - name: Upload wheels for opencv_python
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_PASSWORD }} --skip-existing wheelhouse/opencv_python-* wheelhouse/opencv-python-[^h]*
+          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_python-* wheelhouse/wheel-*/opencv-python-[^h]*
       - name: Upload wheels for opencv_contrib_python
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python-* wheelhouse/opencv-contrib-python-[^h]*
+          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_contrib_python-* wheelhouse/wheel-*/opencv-contrib-python-[^h]*
       - name: Upload wheels for opencv_python_headless
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_HEADLESS_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_HEADLESS_PASSWORD }} --skip-existing wheelhouse/opencv_python_headless-* wheelhouse/opencv-python-headless-*
+          python -m twine upload -u ${{ secrets.OPENCV_PYTHON_HEADLESS_USERNAME }} -p ${{ secrets.OPENCV_PYTHON_HEADLESS_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_python_headless-* wheelhouse/wheel-*/opencv-python-headless-*
       - name: Upload wheels for opencv_contrib_python_headless
         run: |
           python -m pip install twine
-          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_PASSWORD }} --skip-existing wheelhouse/opencv_contrib_python_headless-* wheelhouse/opencv-contrib-python-headless-*
+          python -m twine upload -u ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_USERNAME }} -p ${{ secrets.OPENCV_CONTRIB_PYTHON_HEADLESS_PASSWORD }} --skip-existing wheelhouse/wheel-*/opencv_contrib_python_headless-* wheelhouse/wheel-*/opencv-contrib-python-headless-*
diff --git a/.github/workflows/build_wheels_windows.yml b/.github/workflows/build_wheels_windows.yml
index a1a36ff8..580bdd57 100644
--- a/.github/workflows/build_wheels_windows.yml
+++ b/.github/workflows/build_wheels_windows.yml
@@ -3,12 +3,10 @@ name: Windows x86_64
 on:
   pull_request:
     branches:
-      - master
-      - 3.4
       - 4.x
       - 5.x
     paths-ignore:
-      - '.github/workflows/build_wheels_linux*'
+      - '.github/workflows/build_wheels_manylinux*'
       - '.github/workflows/build_wheels_macos*'
   release:
     types: [published, edited]
@@ -19,7 +17,7 @@ on:
 
 jobs:
   Build:
-    runs-on: windows-2019
+    runs-on: windows-2025
     strategy:
       fail-fast: false
       matrix:
@@ -48,7 +46,7 @@ jobs:
           echo "ENABLE_ROLLING=1" >> $GITHUB_ENV
         fi
     - name: Checkout
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         submodules: false
         fetch-depth: 0
@@ -79,7 +77,7 @@ jobs:
 
   Test:
     needs: [Build]
-    runs-on: windows-2019
+    runs-on: windows-2025
     defaults:
       run:
         shell: cmd
@@ -95,6 +93,7 @@ jobs:
       ACTIONS_ALLOW_UNSECURE_COMMANDS: true
       OPENCV_TEST_DATA_PATH: ${{ github.workspace }}\opencv_extra\testdata
       PYLINT_TEST_FILE: ${{ github.workspace }}\opencv\samples\python\squares.py
+      PlatformToolset: v143
     steps:
     - name: Cleanup
       shell: bash
@@ -103,7 +102,7 @@ jobs:
         rm -rf ./.??* || true
       working-directory: ${{ github.workspace }}
     - name: Checkout
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
       with:
         submodules: true
         fetch-depth: 0
diff --git a/LICENSE-3RD-PARTY.txt b/LICENSE-3RD-PARTY.txt
index b5e8f5e9..86c43de8 100644
--- a/LICENSE-3RD-PARTY.txt
+++ b/LICENSE-3RD-PARTY.txt
@@ -3511,3 +3511,65 @@ CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
 LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
 ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
 POSSIBILITY OF SUCH DAMAGE.
+
+------------------------------------------------------------------------------
+
+KAZE Features library is redistributed within all opencv-python packages.
+
+Copyright (c) 2012, Pablo Fernández Alcantarilla
+All Rights Reserved
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+    * Redistributions of source code must retain the above copyright notice,
+      this list of conditions and the following disclaimer.
+
+    * Redistributions in binary form must reproduce the above copyright notice,
+      this list of conditions and the following disclaimer in the documentation
+      and/or other materials provided with the distribution.
+
+    * Neither the name of the copyright holders nor the names of its contributors
+      may be used to endorse or promote products derived from this software without
+      specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
+EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
+SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
+INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
+BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY
+WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+------------------------------------------------------------------------------
+
+AKAZE Features library is redistributed within all opencv-python packages.
+
+Copyright (c) 2014, Pablo Fernandez Alcantarilla, Jesus Nuevo
+All Rights Reserved
+
+Redistribution and use in source and binary forms, with or without modification,
+are permitted provided that the following conditions are met:
+
+    * Redistributions of source code must retain the above copyright notice,
+      this list of conditions and the following disclaimer.
+
+    * Redistributions in binary form must reproduce the above copyright notice,
+      this list of conditions and the following disclaimer in the documentation
+      and/or other materials provided with the distribution.
+
+    * Neither the name of the copyright holders nor the names of its contributors
+      may be used to endorse or promote products derived from this software without
+      specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
+EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
+SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
+INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
+BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY
+WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/README.md b/README.md
index 3a4b46c2..6de64d64 100644
--- a/README.md
+++ b/README.md
@@ -242,6 +242,7 @@ Python 3.x compatible pre-built wheels are provided for the officially supported
 - 3.10
 - 3.11
 - 3.12
+- 3.13
 
 ### Backward compatibility
 
diff --git a/docker/manylinux2014/Dockerfile_aarch64 b/docker/manylinux2014/Dockerfile_aarch64
index e991029c..c995e00c 100644
--- a/docker/manylinux2014/Dockerfile_aarch64
+++ b/docker/manylinux2014/Dockerfile_aarch64
@@ -1,18 +1,18 @@
-# Version: 20250611
+# Version: 20260102
 # Image name: quay.io/opencv-ci/opencv-python-manylinux2014-aarch64
 
 FROM quay.io/pypa/manylinux2014_aarch64:latest
 
 ARG CCACHE_VERSION=3.7.9
-ARG FFMPEG_VERSION=5.1.6
-ARG FREETYPE_VERSION=2.13.3
-ARG LIBPNG_VERSION=1.6.48
-ARG VPX_VERSION=v1.15.1
+ARG FFMPEG_VERSION=8.0.1
+ARG FREETYPE_VERSION=2.14.1
+ARG LIBPNG_VERSION=1.6.53
+ARG VPX_VERSION=v1.15.2
 ARG NASM_VERSION=2.15.04
 ARG OPENSSL_VERSION=1_1_1w
-ARG QT_VERSION=5.15.16
+ARG QT_VERSION=5.15.18
 ARG YASM_VERSION=1.3.0
-ARG AOM_VERSION=v3.12.1
+ARG AOM_VERSION=v3.13.1
 ARG AVIF_VERSION=v1.3.0
 
 ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
@@ -21,7 +21,7 @@ ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
 RUN yum install zlib-devel curl-devel xcb-util-renderutil-devel xcb-util-devel xcb-util-image-devel xcb-util-keysyms-devel xcb-util-wm-devel mesa-libGL-devel libxkbcommon-devel libxkbcommon-x11-devel libXi-devel lapack-devel epel-release -y && \
     yum install openblas-devel dejavu-sans-fonts -y && \
     cp /usr/include/lapacke/lapacke*.h /usr/include/ && \
-    curl https://raw.githubusercontent.com/xianyi/OpenBLAS/v0.3.3/cblas.h -o /usr/include/cblas.h && \
+    cp /usr/include/openblas/*.h /usr/include/ && \
     # libpng will be built from source
     yum remove libpng -y
 
diff --git a/docker/manylinux2014/Dockerfile_x86_64 b/docker/manylinux2014/Dockerfile_x86_64
index 8adbc8a6..c48a2370 100644
--- a/docker/manylinux2014/Dockerfile_x86_64
+++ b/docker/manylinux2014/Dockerfile_x86_64
@@ -1,18 +1,18 @@
-# Version: 20250611
+# Version: 20260102
 # Image name: quay.io/opencv-ci/opencv-python-manylinux2014-x86-64
 
 FROM quay.io/pypa/manylinux2014_x86_64:latest
 
 ARG CCACHE_VERSION=3.7.9
-ARG FFMPEG_VERSION=5.1.6
-ARG FREETYPE_VERSION=2.13.3
-ARG LIBPNG_VERSION=1.6.48
-ARG VPX_VERSION=v1.15.1
+ARG FFMPEG_VERSION=8.0.1
+ARG FREETYPE_VERSION=2.14.1
+ARG LIBPNG_VERSION=1.6.53
+ARG VPX_VERSION=v1.15.2
 ARG NASM_VERSION=2.15.04
 ARG OPENSSL_VERSION=1_1_1w
-ARG QT_VERSION=5.15.16
+ARG QT_VERSION=5.15.18
 ARG YASM_VERSION=1.3.0
-ARG AOM_VERSION=v3.12.1
+ARG AOM_VERSION=v3.13.1
 ARG AVIF_VERSION=v1.3.0
 
 ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
@@ -20,8 +20,8 @@ ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
 # epel-release need for aarch64 to get openblas packages
 RUN yum install zlib-devel curl-devel xcb-util-renderutil-devel xcb-util-devel xcb-util-image-devel xcb-util-keysyms-devel xcb-util-wm-devel mesa-libGL-devel libxkbcommon-devel libxkbcommon-x11-devel libXi-devel lapack-devel epel-release -y && \
     yum install openblas-devel dejavu-sans-fonts -y && \
+    cp /usr/include/openblas/*.h /usr/include/ && \
     cp /usr/include/lapacke/lapacke*.h /usr/include/ && \
-    curl https://raw.githubusercontent.com/xianyi/OpenBLAS/v0.3.3/cblas.h -o /usr/include/cblas.h && \
     # libpng will be built from source
     yum remove libpng -y
 
diff --git a/docker/manylinux_2_28/Dockerfile_aarch64 b/docker/manylinux_2_28/Dockerfile_aarch64
new file mode 100644
index 00000000..5fe6d93a
--- /dev/null
+++ b/docker/manylinux_2_28/Dockerfile_aarch64
@@ -0,0 +1,114 @@
+# Version: 20260102
+# Image name: quay.io/opencv-ci/opencv-python-manylinux_2_28-aarch64
+
+FROM quay.io/pypa/manylinux_2_28_aarch64:latest
+
+ARG FFMPEG_VERSION=8.0.1
+ARG FREETYPE_VERSION=2.14.1
+ARG LIBPNG_VERSION=1.6.53
+ARG VPX_VERSION=v1.15.2
+ARG QT_VERSION=5.15.18
+ARG AOM_VERSION=v3.13.1
+ARG AVIF_VERSION=v1.3.0
+
+ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
+
+# epel-release need for aarch64 to get openblas packages
+RUN yum install zlib-devel curl-devel xcb-util-renderutil-devel xcb-util-devel xcb-util-image-devel xcb-util-keysyms-devel xcb-util-wm-devel mesa-libGL-devel libxkbcommon-devel libxkbcommon-x11-devel libXi-devel lapack-devel epel-release -y && \
+    yum install openblas-devel dejavu-sans-fonts ccache yasm nasm ninja-build openssl openssl-devel -y && \
+    # libpng will be built from source
+    yum remove libpng -y
+
+RUN mkdir ~/libpng_sources && \
+    cd ~/libpng_sources && \
+    curl -O -L https://download.sourceforge.net/libpng/libpng-${LIBPNG_VERSION}.tar.gz && \
+    tar -xf libpng-${LIBPNG_VERSION}.tar.gz && \
+    cd libpng-${LIBPNG_VERSION} && \
+    ./configure --prefix=/usr/local && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libpng_sources
+
+RUN mkdir ~/freetype_sources && \
+    cd ~/freetype_sources && \
+    curl -O -L https://download.savannah.gnu.org/releases/freetype/freetype-${FREETYPE_VERSION}.tar.gz && \
+    tar -xf freetype-${FREETYPE_VERSION}.tar.gz && \
+    cd freetype-${FREETYPE_VERSION} && \
+    ./configure --prefix="/ffmpeg_build" --enable-freetype-config && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/freetype_sources
+
+RUN curl -O -L https://download.qt.io/archive/qt/5.15/${QT_VERSION}/single/qt-everywhere-opensource-src-${QT_VERSION}.tar.xz && \
+    tar -xf qt-everywhere-opensource-src-${QT_VERSION}.tar.xz && \
+    cd qt-everywhere-src-${QT_VERSION} && \
+    export MAKEFLAGS=-j$(nproc) && \
+    ./configure -prefix /opt/Qt${QT_VERSION} -release -opensource -confirm-license -qtnamespace QtOpenCVPython -xcb -xcb-xlib -bundled-xcb-xinput -no-openssl -no-dbus -skip qt3d -skip qtactiveqt -skip qtcanvas3d -skip qtconnectivity -skip qtdatavis3d -skip qtdoc -skip qtgamepad -skip qtgraphicaleffects -skip qtimageformats -skip qtlocation -skip qtmultimedia -skip qtpurchasing -skip qtqa -skip qtremoteobjects -skip qtrepotools -skip qtscript -skip qtscxml -skip qtsensors -skip qtserialbus -skip qtserialport -skip qtspeech -skip qttranslations -skip qtwayland -skip qtwebchannel -skip qtwebengine -skip qtwebsockets -skip qtwebview -skip xmlpatterns -skip declarative -make libs && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf qt-everywhere*
+
+ENV QTDIR /opt/Qt${QT_VERSION}
+ENV PATH "$QTDIR/bin:$PATH"
+
+RUN mkdir ~/libvpx_sources && \
+    cd ~/libvpx_sources && \
+    git clone --depth 1 -b ${VPX_VERSION} https://chromium.googlesource.com/webm/libvpx.git && \
+    cd libvpx && \
+    ./configure --prefix="/ffmpeg_build" --disable-examples --disable-unit-tests --enable-vp9-highbitdepth --as=yasm --enable-pic --enable-shared && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libvpx_sources
+
+RUN mkdir ~/aom_sources && \
+    cd ~/aom_sources && \
+    git clone --depth 1 -b ${AOM_VERSION} https://aomedia.googlesource.com/aom && \
+    mkdir build && cd build && \
+    cmake -DCMAKE_C_COMPILER=$(dirname $(which g++))/gcc -DCMAKE_INSTALL_PREFIX=/usr -DBUILD_SHARED_LIBS=ON -DENABLE_TESTS=OFF ../aom/ && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd / && rm -rf ~/aom_sources
+
+RUN mkdir ~/avif_sources && \
+    cd ~/avif_sources && \
+    git clone -b ${AVIF_VERSION} https://github.com/AOMediaCodec/libavif.git && \
+    mkdir build && cd build && \
+    cmake -DCMAKE_INSTALL_PREFIX=/usr -DAVIF_CODEC_AOM=SYSTEM -DAVIF_LIBYUV=LOCAL -DAVIF_BUILD_APPS=OFF ../libavif && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd / && rm -rf ~/avif_sources
+
+RUN mkdir ~/ffmpeg_sources && \
+    cd ~/ffmpeg_sources && \
+    curl -O -L https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    tar -xf ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    cd ffmpeg-${FFMPEG_VERSION} && \
+    PATH=~/bin:$PATH && \
+    PKG_CONFIG_PATH="/ffmpeg_build/lib/pkgconfig" ./configure --prefix="/ffmpeg_build" --extra-cflags="-I/ffmpeg_build/include" --extra-ldflags="-L/ffmpeg_build/lib" --enable-openssl --enable-libvpx --enable-shared --enable-pic --bindir="$HOME/bin" && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    echo "/ffmpeg_build/lib/" >> /etc/ld.so.conf && \
+    ldconfig && \
+    rm -rf ~/ffmpeg_sources
+
+# Self-hosted runner UID is 1004
+RUN useradd ci -m -s /bin/bash -G users --uid=1004 && \
+    mkdir /io && \
+    chown -R ci:ci /io && \
+    # This needs to find ffmpeg packages from ci user
+    chown -R ci:ci /ffmpeg_build && \
+    # This calls in mutlibuild scripts and cannot be run without permissions
+    chown -R ci:ci /opt/_internal/pipx/venvs/auditwheel
+
+USER ci
+
+# Git security vulnerability: https://github.blog/2022-04-12-git-security-vulnerability-announced
+RUN git config --global --add safe.directory /io
+
+ENV PKG_CONFIG_PATH /usr/local/lib/pkgconfig:/ffmpeg_build/lib/pkgconfig
+ENV LDFLAGS -L/ffmpeg_build/lib
+ENV PATH "$HOME/bin:$PATH"
diff --git a/docker/manylinux_2_28/Dockerfile_x86_64 b/docker/manylinux_2_28/Dockerfile_x86_64
new file mode 100644
index 00000000..c8de6208
--- /dev/null
+++ b/docker/manylinux_2_28/Dockerfile_x86_64
@@ -0,0 +1,114 @@
+# Version: 20260102
+# Image name: quay.io/opencv-ci/opencv-python-manylinux_2_28-x86-64
+
+FROM quay.io/pypa/manylinux_2_28_x86_64:latest
+
+ARG FFMPEG_VERSION=8.0.1
+ARG FREETYPE_VERSION=2.14.1
+ARG LIBPNG_VERSION=1.6.53
+ARG VPX_VERSION=v1.15.2
+ARG QT_VERSION=5.15.18
+ARG AOM_VERSION=v3.13.1
+ARG AVIF_VERSION=v1.3.0
+
+ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
+
+# epel-release need for aarch64 to get openblas packages
+RUN yum install zlib-devel curl-devel xcb-util-renderutil-devel xcb-util-devel xcb-util-image-devel xcb-util-keysyms-devel xcb-util-wm-devel mesa-libGL-devel libxkbcommon-devel libxkbcommon-x11-devel libXi-devel lapack-devel epel-release -y && \
+    yum install openblas-devel dejavu-sans-fonts ccache yasm nasm ninja-build openssl openssl-devel -y && \
+    # libpng will be built from source
+    yum remove libpng -y
+
+RUN mkdir ~/libpng_sources && \
+    cd ~/libpng_sources && \
+    curl -O -L https://download.sourceforge.net/libpng/libpng-${LIBPNG_VERSION}.tar.gz && \
+    tar -xf libpng-${LIBPNG_VERSION}.tar.gz && \
+    cd libpng-${LIBPNG_VERSION} && \
+    ./configure --prefix=/usr/local && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libpng_sources
+
+RUN mkdir ~/freetype_sources && \
+    cd ~/freetype_sources && \
+    curl -O -L https://download.savannah.gnu.org/releases/freetype/freetype-${FREETYPE_VERSION}.tar.gz && \
+    tar -xf freetype-${FREETYPE_VERSION}.tar.gz && \
+    cd freetype-${FREETYPE_VERSION} && \
+    ./configure --prefix="/ffmpeg_build" --enable-freetype-config && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/freetype_sources
+
+RUN curl -O -L https://download.qt.io/archive/qt/5.15/${QT_VERSION}/single/qt-everywhere-opensource-src-${QT_VERSION}.tar.xz && \
+    tar -xf qt-everywhere-opensource-src-${QT_VERSION}.tar.xz && \
+    cd qt-everywhere-src-${QT_VERSION} && \
+    export MAKEFLAGS=-j$(nproc) && \
+    ./configure -prefix /opt/Qt${QT_VERSION} -release -opensource -confirm-license -qtnamespace QtOpenCVPython -xcb -xcb-xlib -bundled-xcb-xinput -no-openssl -no-dbus -skip qt3d -skip qtactiveqt -skip qtcanvas3d -skip qtconnectivity -skip qtdatavis3d -skip qtdoc -skip qtgamepad -skip qtgraphicaleffects -skip qtimageformats -skip qtlocation -skip qtmultimedia -skip qtpurchasing -skip qtqa -skip qtremoteobjects -skip qtrepotools -skip qtscript -skip qtscxml -skip qtsensors -skip qtserialbus -skip qtserialport -skip qtspeech -skip qttranslations -skip qtwayland -skip qtwebchannel -skip qtwebengine -skip qtwebsockets -skip qtwebview -skip xmlpatterns -skip declarative -make libs && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf qt-everywhere*
+
+ENV QTDIR /opt/Qt${QT_VERSION}
+ENV PATH "$QTDIR/bin:$PATH"
+
+RUN mkdir ~/libvpx_sources && \
+    cd ~/libvpx_sources && \
+    git clone --depth 1 -b ${VPX_VERSION} https://chromium.googlesource.com/webm/libvpx.git && \
+    cd libvpx && \
+    ./configure --prefix="/ffmpeg_build" --disable-examples --disable-unit-tests --enable-vp9-highbitdepth --as=yasm --enable-pic --enable-shared && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libvpx_sources
+
+RUN mkdir ~/aom_sources && \
+    cd ~/aom_sources && \
+    git clone --depth 1 -b ${AOM_VERSION} https://aomedia.googlesource.com/aom && \
+    mkdir build && cd build && \
+    cmake -DCMAKE_C_COMPILER=$(dirname $(which g++))/gcc -DCMAKE_INSTALL_PREFIX=/usr -DBUILD_SHARED_LIBS=ON -DENABLE_TESTS=OFF ../aom/ && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd / && rm -rf ~/aom_sources
+
+RUN mkdir ~/avif_sources && \
+    cd ~/avif_sources && \
+    git clone -b ${AVIF_VERSION} https://github.com/AOMediaCodec/libavif.git && \
+    mkdir build && cd build && \
+    cmake -DCMAKE_INSTALL_PREFIX=/usr -DAVIF_CODEC_AOM=SYSTEM -DAVIF_LIBYUV=LOCAL -DAVIF_BUILD_APPS=OFF ../libavif && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd / && rm -rf ~/avif_sources
+
+RUN mkdir ~/ffmpeg_sources && \
+    cd ~/ffmpeg_sources && \
+    curl -O -L https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    tar -xf ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    cd ffmpeg-${FFMPEG_VERSION} && \
+    PATH=~/bin:$PATH && \
+    PKG_CONFIG_PATH="/ffmpeg_build/lib/pkgconfig" ./configure --prefix="/ffmpeg_build" --extra-cflags="-I/ffmpeg_build/include" --extra-ldflags="-L/ffmpeg_build/lib" --enable-openssl --enable-libvpx --enable-shared --enable-pic --bindir="$HOME/bin" && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    echo "/ffmpeg_build/lib/" >> /etc/ld.so.conf && \
+    ldconfig && \
+    rm -rf ~/ffmpeg_sources
+
+# GitHub Actions user`s UID is 1001
+RUN useradd ci -m -s /bin/bash -G users --uid=1001 && \
+    mkdir /io && \
+    chown -R ci:ci /io && \
+    # This needs to find ffmpeg packages from ci user
+    chown -R ci:ci /ffmpeg_build && \
+    # This calls in mutlibuild scripts and cannot be run without permissions
+    chown -R ci:ci /opt/_internal/pipx/venvs/auditwheel
+
+USER ci
+
+# Git security vulnerability: https://github.blog/2022-04-12-git-security-vulnerability-announced
+RUN git config --global --add safe.directory /io
+
+ENV PKG_CONFIG_PATH /usr/local/lib/pkgconfig:/ffmpeg_build/lib/pkgconfig
+ENV LDFLAGS -L/ffmpeg_build/lib
+ENV PATH "$HOME/bin:$PATH"
diff --git a/docker/musllinux_1_2/Dockerfile_aarch64 b/docker/musllinux_1_2/Dockerfile_aarch64
new file mode 100644
index 00000000..ceb02adf
--- /dev/null
+++ b/docker/musllinux_1_2/Dockerfile_aarch64
@@ -0,0 +1,166 @@
+# version: 20251211
+# Image name: quay.io/opencv-ci/opencv-python-musllinux_1_2-aarch64
+FROM quay.io/pypa/musllinux_1_2_aarch64:latest
+
+ARG CCACHE_VERSION=3.7.9
+ARG FFMPEG_VERSION=6.1.1
+ARG FREETYPE_VERSION=2.13.3
+ARG LIBPNG_VERSION=1.6.48
+ARG VPX_VERSION=v1.15.1
+ARG NASM_VERSION=2.15.04
+ARG OPENSSL_VERSION=1_1_1w
+ARG YASM_VERSION=1.3.0
+ARG AOM_VERSION=v3.12.1
+ARG AVIF_VERSION=v1.3.0
+
+ENV LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH
+
+RUN apk add --no-cache \
+    build-base \
+    diffutils \
+    cmake \
+    bash \
+    git \
+    curl \
+    wget \
+    tar \
+    xz \
+    zlib-dev \
+    xz-dev \
+    nasm \
+    yasm \
+    pkgconfig \
+    openssl-dev \
+    libjpeg-turbo-dev \
+    fontconfig-dev \
+    freetype-dev \
+    expat-dev \
+    libpng-dev \
+    alsa-lib-dev \
+    musl-dev \
+    ttf-dejavu \
+    linux-headers \
+    perl
+
+RUN apk del libpng-dev
+
+### libpng
+RUN mkdir ~/libpng_sources && \
+    cd ~/libpng_sources && \
+    curl -O -L https://download.sourceforge.net/libpng/libpng-${LIBPNG_VERSION}.tar.gz && \
+    tar -xf libpng-${LIBPNG_VERSION}.tar.gz && \
+    cd libpng-${LIBPNG_VERSION} && \
+    ./configure --prefix=/usr/local && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libpng_sources
+
+### freetype
+RUN mkdir ~/freetype_sources && \
+    cd ~/freetype_sources && \
+    curl -O -L https://download.savannah.gnu.org/releases/freetype/freetype-${FREETYPE_VERSION}.tar.gz && \
+    tar -xf freetype-${FREETYPE_VERSION}.tar.gz && \
+    cd freetype-${FREETYPE_VERSION} && \
+    ./configure --prefix="/ffmpeg_build" --enable-freetype-config && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/freetype_sources
+
+### OpenSSL
+RUN mkdir ~/openssl_sources && \
+    cd ~/openssl_sources && \
+    curl -O -L https://github.com/openssl/openssl/archive/OpenSSL_${OPENSSL_VERSION}.tar.gz && \
+    tar -xf OpenSSL_${OPENSSL_VERSION}.tar.gz && \
+    cd openssl-OpenSSL_${OPENSSL_VERSION} && \
+    ./config --prefix="/ffmpeg_build" --openssldir="/ffmpeg_build" no-pinshared shared zlib && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install_sw && \
+    cd .. && \
+    rm -rf ~/openssl_build ~/openssl_sources
+
+### libvpx
+RUN mkdir ~/libvpx_sources && \
+    cd ~/libvpx_sources && \
+    git clone --depth 1 -b ${VPX_VERSION} https://chromium.googlesource.com/webm/libvpx.git && \
+    cd libvpx && \
+    ./configure --prefix="/ffmpeg_build" --disable-examples --disable-unit-tests --enable-vp9-highbitdepth --as=yasm --enable-pic --enable-shared && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libvpx_sources
+
+
+### aom
+RUN mkdir -p /tmp/aom_sources && \
+    cd /tmp/aom_sources && \
+    git clone --depth 1 -b ${AOM_VERSION} https://aomedia.googlesource.com/aom && \
+    mkdir build && cd build && \
+    cmake \
+      -DCMAKE_C_COMPILER=$(dirname $(which g++))/gcc \
+      -DCMAKE_INSTALL_PREFIX=/usr \
+      -DBUILD_SHARED_LIBS=ON \
+      -DENABLE_TESTS=OFF \
+      -DENABLE_EXAMPLES=OFF \
+      ../aom && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install
+### avif
+RUN mkdir ~/avif_sources && \
+    cd ~/avif_sources && \
+    git clone -b ${AVIF_VERSION} https://github.com/AOMediaCodec/libavif.git && \
+    mkdir build && cd build && \
+    cmake -DCMAKE_INSTALL_PREFIX=/usr -DAVIF_CODEC_AOM=SYSTEM -DAVIF_LIBYUV=LOCAL -DAVIF_BUILD_APPS=OFF ../libavif && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ~/avif_sources
+
+### ffmpeg
+RUN mkdir -p /ffmpeg_sources && \
+    cd /ffmpeg_sources && \
+    curl -LO https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    tar -xf ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    cd ffmpeg-${FFMPEG_VERSION} && \
+    PKG_CONFIG_PATH="/ffmpeg_build/lib/pkgconfig" ./configure \
+        --prefix="/ffmpeg_build" \
+        --extra-cflags="-I/ffmpeg_build/include" \
+        --extra-ldflags="-L/ffmpeg_build/lib" \
+        --enable-openssl \
+        --enable-libvpx \
+        --enable-shared \
+        --enable-pic \
+        --disable-indev=v4l2 \
+        --disable-outdev=v4l2 && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    rm -rf /ffmpeg_sources
+
+### ccache
+RUN curl -O -L https://github.com/ccache/ccache/releases/download/v${CCACHE_VERSION}/ccache-${CCACHE_VERSION}.tar.gz && \
+    tar -xf ccache-${CCACHE_VERSION}.tar.gz && \
+    cd ccache-${CCACHE_VERSION} && \
+    ./configure && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ccache-${CCACHE_VERSION}.tar.gz
+
+# Self-hosted runner UID is 1004
+RUN useradd ci -m -s /bin/bash -G users --uid=1004 && \
+    mkdir /io && \
+    chown -R ci:ci /io && \
+    # This needs to find ffmpeg packages from ci user
+    chown -R ci:ci /ffmpeg_build && \
+    # This calls in mutlibuild scripts and cannot be run without permissions
+    chown -R ci:ci /opt/_internal/pipx/venvs/auditwheel
+
+USER ci
+
+RUN git config --global --add safe.directory /io
+ENV PATH="/ffmpeg_build/bin:$PATH"
+ENV PKG_CONFIG_PATH /usr/local/lib/pkgconfig:/ffmpeg_build/lib/pkgconfig
+ENV LDFLAGS -L/ffmpeg_build/lib
+ENV PATH "$HOME/bin:$PATH"
+ENV LD_LIBRARY_PATH="/ffmpeg_build/lib:$LD_LIBRARY_PATH"
diff --git a/docker/musllinux_1_2/Dockerfile_x86_64 b/docker/musllinux_1_2/Dockerfile_x86_64
new file mode 100644
index 00000000..babdf95f
--- /dev/null
+++ b/docker/musllinux_1_2/Dockerfile_x86_64
@@ -0,0 +1,161 @@
+# version: 20251211
+# Image name: quay.io/opencv-ci/opencv-python-musllinux_1_2-x86-64
+FROM quay.io/pypa/musllinux_1_2_x86_64:latest
+
+ARG CCACHE_VERSION=3.7.9
+ARG FFMPEG_VERSION=6.1.1
+ARG FREETYPE_VERSION=2.13.3
+ARG LIBPNG_VERSION=1.6.48
+ARG VPX_VERSION=v1.15.1
+ARG NASM_VERSION=2.15.04
+ARG OPENSSL_VERSION=1_1_1w
+ARG YASM_VERSION=1.3.0
+ARG AOM_VERSION=v3.12.1
+ARG AVIF_VERSION=v1.3.0
+
+ENV LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH
+
+RUN apk add --no-cache \
+    build-base \
+    diffutils \
+    cmake \
+    bash \
+    git \
+    curl \
+    wget \
+    tar \
+    xz \
+    zlib-dev \
+    xz-dev \
+    nasm \
+    yasm \
+    pkgconfig \
+    openssl-dev \
+    libjpeg-turbo-dev \
+    fontconfig-dev \
+    freetype-dev \
+    expat-dev \
+    libpng-dev \
+    alsa-lib-dev \
+    musl-dev \
+    ttf-dejavu \
+    linux-headers \
+    perl
+
+RUN apk del libpng-dev
+
+### libpng
+RUN mkdir ~/libpng_sources && \
+    cd ~/libpng_sources && \
+    curl -O -L https://download.sourceforge.net/libpng/libpng-${LIBPNG_VERSION}.tar.gz && \
+    tar -xf libpng-${LIBPNG_VERSION}.tar.gz && \
+    cd libpng-${LIBPNG_VERSION} && \
+    ./configure --prefix=/usr/local && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libpng_sources
+
+### freetype
+RUN mkdir ~/freetype_sources && \
+    cd ~/freetype_sources && \
+    curl -O -L https://download.savannah.gnu.org/releases/freetype/freetype-${FREETYPE_VERSION}.tar.gz && \
+    tar -xf freetype-${FREETYPE_VERSION}.tar.gz && \
+    cd freetype-${FREETYPE_VERSION} && \
+    ./configure --prefix="/ffmpeg_build" --enable-freetype-config && \
+    make && \
+    make install && \
+    cd .. && \
+    rm -rf ~/freetype_sources
+
+### OpenSSL
+RUN mkdir ~/openssl_sources && \
+    cd ~/openssl_sources && \
+    curl -O -L https://github.com/openssl/openssl/archive/OpenSSL_${OPENSSL_VERSION}.tar.gz && \
+    tar -xf OpenSSL_${OPENSSL_VERSION}.tar.gz && \
+    cd openssl-OpenSSL_${OPENSSL_VERSION} && \
+    ./config --prefix="/ffmpeg_build" --openssldir="/ffmpeg_build" no-pinshared shared zlib && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install_sw && \
+    cd .. && \
+    rm -rf ~/openssl_build ~/openssl_sources
+
+### libvpx
+RUN mkdir ~/libvpx_sources && \
+    cd ~/libvpx_sources && \
+    git clone --depth 1 -b ${VPX_VERSION} https://chromium.googlesource.com/webm/libvpx.git && \
+    cd libvpx && \
+    ./configure --prefix="/ffmpeg_build" --disable-examples --disable-unit-tests --enable-vp9-highbitdepth --as=yasm --enable-pic --enable-shared && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ~/libvpx_sources
+
+
+### aom
+RUN mkdir -p /tmp/aom_sources && \
+    cd /tmp/aom_sources && \
+    git clone --depth 1 -b ${AOM_VERSION} https://aomedia.googlesource.com/aom && \
+    mkdir build && cd build && \
+    cmake \
+      -DCMAKE_C_COMPILER=$(dirname $(which g++))/gcc \
+      -DCMAKE_INSTALL_PREFIX=/usr \
+      -DBUILD_SHARED_LIBS=ON \
+      -DENABLE_TESTS=OFF \
+      -DENABLE_EXAMPLES=OFF \
+      ../aom && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install
+### avif
+RUN mkdir ~/avif_sources && \
+    cd ~/avif_sources && \
+    git clone -b ${AVIF_VERSION} https://github.com/AOMediaCodec/libavif.git && \
+    mkdir build && cd build && \
+    cmake -DCMAKE_INSTALL_PREFIX=/usr -DAVIF_CODEC_AOM=SYSTEM -DAVIF_LIBYUV=LOCAL -DAVIF_BUILD_APPS=OFF ../libavif && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ~/avif_sources
+
+### ffmpeg
+RUN mkdir -p /ffmpeg_sources && \
+    cd /ffmpeg_sources && \
+    curl -LO https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    tar -xf ffmpeg-${FFMPEG_VERSION}.tar.gz && \
+    cd ffmpeg-${FFMPEG_VERSION} && \
+    PKG_CONFIG_PATH="/ffmpeg_build/lib/pkgconfig" ./configure \
+        --prefix="/ffmpeg_build" \
+        --extra-cflags="-I/ffmpeg_build/include" \
+        --extra-ldflags="-L/ffmpeg_build/lib" \
+        --enable-openssl \
+        --enable-libvpx \
+        --enable-shared \
+        --enable-pic \
+        --disable-indev=v4l2 \
+        --disable-outdev=v4l2 && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    rm -rf /ffmpeg_sources
+
+### ccache
+RUN curl -O -L https://github.com/ccache/ccache/releases/download/v${CCACHE_VERSION}/ccache-${CCACHE_VERSION}.tar.gz && \
+    tar -xf ccache-${CCACHE_VERSION}.tar.gz && \
+    cd ccache-${CCACHE_VERSION} && \
+    ./configure && \
+    make -j$(getconf _NPROCESSORS_ONLN) && \
+    make install && \
+    cd .. && \
+    rm -rf ccache-${CCACHE_VERSION}.tar.gz
+
+#  user`s UID is 1001
+RUN adduser -D -u 1001 ci && mkdir /io && chown ci:ci /io &&  \
+    chown -R ci:ci /ffmpeg_build
+
+USER ci
+
+RUN git config --global --add safe.directory /io
+ENV PATH="/ffmpeg_build/bin:$PATH"
+ENV PKG_CONFIG_PATH /usr/local/lib/pkgconfig:/ffmpeg_build/lib/pkgconfig
+ENV LDFLAGS -L/ffmpeg_build/lib
+ENV PATH "$HOME/bin:$PATH"
+ENV LD_LIBRARY_PATH="/ffmpeg_build/lib:$LD_LIBRARY_PATH"
diff --git a/opencv b/opencv
index 31b0eeea..b4c5ec40 160000
--- a/opencv
+++ b/opencv
@@ -1 +1 @@
-Subproject commit 31b0eeea0b44b370fd0712312df4214d4ae1b158
+Subproject commit b4c5ec4042f097e2a5b386b9d413ec7333d0a184
diff --git a/opencv_contrib b/opencv_contrib
index 0e5254eb..d99ad2a1 160000
--- a/opencv_contrib
+++ b/opencv_contrib
@@ -1 +1 @@
-Subproject commit 0e5254ebf54d2aed6e7eaf6660bf3b797cf50a02
+Subproject commit d99ad2a188210cc35067c2e60076eed7c2442bc3
diff --git a/opencv_extra b/opencv_extra
index a74cf6ba..c322faf6 160000
--- a/opencv_extra
+++ b/opencv_extra
@@ -1 +1 @@
-Subproject commit a74cf6bae7fd75d91282b877c559168b3a62148a
+Subproject commit c322faf6f5d10649c4215a16203b923e36c4ba6f
diff --git a/patches/patchQtPlugins b/patches/patchQtPlugins
index b274aa08..ea11c7ae 100644
--- a/patches/patchQtPlugins
+++ b/patches/patchQtPlugins
@@ -9,7 +9,7 @@ index 4c0b3880fc..dffa0a4caa 100644
 +      install(DIRECTORY ${Qt5_DIR}/../../../plugins DESTINATION lib/qt)
 +    endif()
 +    if(UNIX AND NOT APPLE)
-+      install(DIRECTORY /opt/Qt5.15.16/plugins DESTINATION lib/qt)
++      install(DIRECTORY /opt/Qt5.15.18/plugins DESTINATION lib/qt)
 +      install(DIRECTORY /usr/share/fonts DESTINATION lib/qt)
 +    endif()
      if(HAVE_QT_OPENGL)
diff --git a/pyproject.toml b/pyproject.toml
index d70b49ef..ff65d776 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,11 +1,9 @@
 [build-system]
 requires = [
-  "numpy==1.13.3; python_version=='3.6' and platform_machine != 'aarch64' and platform_machine != 'arm64'",
-  "numpy==1.17.0; python_version=='3.7' and platform_machine != 'aarch64' and platform_machine != 'arm64'",
-  "numpy==1.17.5; python_version=='3.8' and platform_machine != 'aarch64' and platform_machine != 'arm64'",
-  "numpy==1.19.3; python_version<'3.9' and sys_platform == 'linux' and platform_machine == 'aarch64'",
-  "numpy==1.21.0; python_version<'3.9' and sys_platform == 'darwin' and platform_machine == 'arm64'",
-  "numpy>=2.0.0;  python_version>='3.9'",
+  "numpy<2.0; python_version<'3.9'",
+  "numpy==2.0.2; python_version>='3.9' and python_version<'3.13'",
+  "numpy==2.1.3; python_version=='3.13'",
+  "numpy==2.3.2; python_version=='3.14'",
   "packaging",
   "pip",
   "scikit-build>=0.14.0",
diff --git a/setup.py b/setup.py
index 9aff8d23..d0c57b48 100755
--- a/setup.py
+++ b/setup.py
@@ -23,16 +23,8 @@ def main():
     build_rolling = get_build_env_var_by_name("rolling")
 
     install_requires = [
-        'numpy>=1.13.3; python_version<"3.7"',
-        'numpy>=1.17.0; python_version>="3.7"', # https://github.com/numpy/numpy/pull/13725
-        'numpy>=1.17.3; python_version>="3.8"',
-        'numpy>=1.19.3; python_version>="3.9"',
-        'numpy>=1.21.2; python_version>="3.10"',
-        'numpy>=1.19.3; python_version>="3.6" and platform_system=="Linux" and platform_machine=="aarch64"',
-        'numpy>=1.21.0; python_version<="3.9" and platform_system=="Darwin" and platform_machine=="arm64"',
-        'numpy>=1.21.4; python_version>="3.10" and platform_system=="Darwin"',
-        "numpy>=1.23.5; python_version>='3.11'",
-        "numpy>=1.26.0; python_version>='3.12'"
+        'numpy<2.0; python_version<"3.9"',
+        'numpy>=2; python_version>="3.9"',
     ]
 
     python_version = cmaker.CMaker.get_python_version()
@@ -163,7 +155,7 @@ def main():
     files_outside_package_dir = {"cv2": ["LICENSE.txt", "LICENSE-3RD-PARTY.txt"]}
 
     ci_cmake_generator = (
-        ["-G", "Visual Studio 14" + (" Win64" if is64 else "")]
+        ["-G", "Visual Studio 17 2022"]
         if os.name == "nt"
         else ["-G", "Unix Makefiles"]
     )
@@ -220,10 +212,14 @@ def main():
         cmake_args.append("-DWITH_WIN32UI=OFF")
         cmake_args.append("-DWITH_QT=OFF")
         cmake_args.append("-DWITH_GTK=OFF")
-        if is_CI_build:
-            cmake_args.append(
-                "-DWITH_MSMF=OFF"
-            )  # see: https://github.com/skvark/opencv-python/issues/263
+        # see: https://github.com/skvark/opencv-python/issues/263
+        # see: https://github.com/opencv/opencv-python/issues/771
+        cmake_args.append("-DWITH_MSMF=OFF")
+        cmake_args.append("-DWITH_OBSENSOR=OFF") # Orbbec cameras backend uses MSMF API
+        # see: https://github.com/opencv/opencv/issues/28438
+        # libavdevice is enabled by default, but brings libxcb dependency
+        if sys.platform.startswith("linux"):
+            cmake_args.append("-DOPENCV_FFMPEG_ENABLE_LIBAVDEVICE=OFF")
 
     if sys.platform.startswith("linux") and not is64 and "bdist_wheel" in sys.argv:
         subprocess.check_call("patch -p0 < patches/patchOpenEXR", shell=True)
@@ -306,6 +302,7 @@ def main():
             "Programming Language :: Python :: 3.11",
             "Programming Language :: Python :: 3.12",
             "Programming Language :: Python :: 3.13",
+            "Programming Language :: Python :: 3.14",
             "Programming Language :: C++",
             "Programming Language :: Python :: Implementation :: CPython",
             "Topic :: Scientific/Engineering",
diff --git a/travis_config.sh b/travis_config.sh
index 2e5e1a0e..8fbaf2e2 100644
--- a/travis_config.sh
+++ b/travis_config.sh
@@ -34,12 +34,12 @@ if [ -n "$IS_OSX" ]; then
   export MAKEFLAGS="-j$(sysctl -n hw.ncpu)"
 else
   echo "    > Linux environment "
-  export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/Qt5.15.16/lib
+  export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/Qt5.15.18/lib
   export MAKEFLAGS="-j$(grep -E '^processor[[:space:]]*:' /proc/cpuinfo | wc -l)"
   CURRENT_ARCH=$(uname -m)
   if [[ $CURRENT_ARCH == 'aarch64' ]]; then
     # To avoid network issues with pypi.org on OpenCV CN machines
-    export PIP_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+    #export PIP_INDEX_URL=https://pypi.org/simple
     echo "Running for linux aarch64"
   fi
 fi