diff --git a/.github/assistant.py b/.github/assistant.py
index 01954dbb66b..9873cbec195 100644
--- a/.github/assistant.py
+++ b/.github/assistant.py
@@ -29,6 +29,7 @@
 LUT_PYTHON_TORCH = {
     "3.8": "1.4",
     "3.9": "1.7.1",
+    "3.10": "1.11",
 }
 _path = lambda *ds: os.path.join(_PATH_ROOT, *ds)
 REQUIREMENTS_FILES = tuple(glob.glob(_path("requirements", "*.txt")) + [_path("requirements.txt")])
diff --git a/.github/workflows/ci_integrate.yml b/.github/workflows/ci_integrate.yml
index 601f589a719..7420f46ead3 100644
--- a/.github/workflows/ci_integrate.yml
+++ b/.github/workflows/ci_integrate.yml
@@ -25,11 +25,13 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-20.04, macOS-10.15, windows-2019]
-        python-version: [3.7, 3.9]
+        python-version: ['3.7', '3.10']
         requires: ['oldest', 'latest']
         exclude:
-          - {python-version: 3.7, requires: 'latest'}
-          - {python-version: 3.9, requires: 'oldest'}
+          - {python-version: '3.7', requires: 'latest'}
+          - {python-version: '3.9', requires: 'oldest'}
+          - {python-version: '3.10', requires: 'oldest'}
+          - {python-version: '3.10', os: 'windows-2019'}  # todo: https://discuss.pytorch.org/t/numpy-is-not-available-error/146192
     env:
       PYTEST_ARTEFACT: test-results-${{ matrix.os }}-py${{ matrix.python-version }}-${{ matrix.requires }}.xml
       PYTORCH_URL: https://download.pytorch.org/whl/cpu/torch_stable.html
@@ -56,10 +58,6 @@ jobs:
       if: inputs.requires == 'oldest'
       run: python .github/assistant.py set-oldest-versions --req_files=requirements/integrate.txt
 
-    - name: Freeze Numpy (hotfix)
-      if: matrix.requires == 'latest'
-      run: pip install "numpy==1.20.0"  # temp fix for cypesq
-
     - name: Freeze PIL (hotfix)
       # import of PILLOW_VERSION which they recently removed in v9.0 in favor of __version__
       run: pip install "Pillow<9.0"  # It messes with torchvision
diff --git a/.github/workflows/ci_test-conda.yml b/.github/workflows/ci_test-conda.yml
index 09f65d6a8c6..b213f6dc150 100644
--- a/.github/workflows/ci_test-conda.yml
+++ b/.github/workflows/ci_test-conda.yml
@@ -29,9 +29,12 @@ jobs:
         python-version: ["3.8"]
         pytorch-version: ["1.4", "1.5", "1.6", "1.7", "1.8", "1.9", "1.10", "1.11"]
         include:
-          - {python-version: 3.7, pytorch-version: '1.3'}
-          - {python-version: 3.9, pytorch-version: '1.12'}
-          - {python-version: 3.9, pytorch-version: '1.13'}
+          - {python-version: '3.7', pytorch-version: '1.3'}
+          - {python-version: '3.9', pytorch-version: '1.12'}
+          - {python-version: '3.9', pytorch-version: '1.13'}
+          - {python-version: '3.10', pytorch-version: '1.11'}
+          - {python-version: '3.10', pytorch-version: '1.12'}
+          - {python-version: '3.10', pytorch-version: '1.13'}
     env:
       PYTEST_ARTEFACT: test-conda-py${{ matrix.python-version }}-pt${{ matrix.pytorch-version }}.xml
 
@@ -75,7 +78,6 @@ jobs:
         pip install --requirement requirements/test.txt --quiet
         python ./.github/assistant.py prune-packages requirements/image.txt torchvision
         python ./.github/assistant.py prune-packages requirements/detection.txt torchvision
-        pip install -q "numpy==1.20.0"  # try to fix cocotools for PT 1.4 & 1.9
         # import of PILLOW_VERSION which they recently removed in v9.0 in favor of __version__
         pip install -q "Pillow<9.0"  # It messes with torchvision
         pip install -e . -r requirements/devel.txt -f https://download.pytorch.org/whl/cpu/torch_stable.html
diff --git a/.github/workflows/ci_test-full.yml b/.github/workflows/ci_test-full.yml
index 55625ae2170..95231842ca3 100644
--- a/.github/workflows/ci_test-full.yml
+++ b/.github/workflows/ci_test-full.yml
@@ -28,11 +28,13 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-20.04, macOS-10.15, windows-2019]
-        python-version: [3.7, 3.8, 3.9]
+        python-version: ['3.7', '3.8', '3.9', '3.10']
         requires: ['oldest', 'latest']
         exclude:
-          - {python-version: 3.7, requires: 'latest'}
-          - {python-version: 3.9, requires: 'oldest'}
+          - {python-version: '3.7', requires: 'latest'}
+          - {python-version: '3.9', requires: 'oldest'}
+          - {python-version: '3.10', requires: 'oldest'}
+          - {python-version: '3.10', os: 'windows-2019'}  # todo: https://discuss.pytorch.org/t/numpy-is-not-available-error/146192
     env:
       PYTEST_ARTEFACT: test-results-${{ matrix.os }}-py${{ matrix.python-version }}-${{ matrix.requires }}.xml
       PYTORCH_URL: https://download.pytorch.org/whl/cpu/torch_stable.html
@@ -81,10 +83,6 @@ jobs:
       # NOTE: run coverage on tests does not propagate failure status for Win, https://github.com/nedbat/coveragepy/issues/1003
       run: python -m pytest torchmetrics
 
-    - name: Freeze Numpy (hotfix)
-      if: matrix.requires == 'latest'
-      run: pip install "numpy==1.20.0"  # temp fix for cypesq
-
     - name: Freeze PIL (hotfix)
       # import of PILLOW_VERSION which they recently removed in v9.0 in favor of __version__
       run: pip install "Pillow<9.0"  # It messes with torchvision
diff --git a/setup.py b/setup.py
index c8d2165c1d6..78bbf02f6da 100755
--- a/setup.py
+++ b/setup.py
@@ -159,5 +159,6 @@ def _prepare_extras(skip_files: Tuple[str] = ("devel.txt",)):
             "Programming Language :: Python :: 3.7",
             "Programming Language :: Python :: 3.8",
             "Programming Language :: Python :: 3.9",
+            "Programming Language :: Python :: 3.10",
         ],
     )