diff --git a/pkgs/development/python-modules/albumentationsx/default.nix b/pkgs/development/python-modules/albumentationsx/default.nix
new file mode 100644
index 000000000000..2689048ec00d
--- /dev/null
+++ b/pkgs/development/python-modules/albumentationsx/default.nix
@@ -0,0 +1,133 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+
+  # build-system
+  hatchling,
+
+  # dependencies
+  albucore,
+  numpy,
+  pydantic,
+  pyyaml,
+  scipy,
+  typing-extensions,
+
+  # optional-dependencies
+  opencv-contrib-python,
+  opencv-python,
+  opencv-python-headless,
+  huggingface-hub,
+  pillow,
+  torch,
+  pyvips,
+
+  # tests
+  deepdiff,
+  defusedxml,
+  gitMinimal,
+  hypothesis,
+  pytest-mock,
+  pytestCheckHook,
+  scikit-image,
+  scikit-learn,
+  torchvision,
+}:
+
+buildPythonPackage (finalAttrs: {
+  pname = "albumentationsx";
+  version = "2.3.3";
+  pyproject = true;
+  __structuredAttrs = true;
+
+  src = fetchFromGitHub {
+    owner = "albumentations-team";
+    repo = "AlbumentationsX";
+    tag = finalAttrs.version;
+    hash = "sha256-exCQwduQM29K5Omb48KYIqm2D4yfOKFFEr37zhIvACY=";
+  };
+
+  build-system = [
+    hatchling
+  ];
+
+  dependencies = [
+    albucore
+    numpy
+    pydantic
+    pyyaml
+    scipy
+    typing-extensions
+  ];
+
+  optional-dependencies = {
+    contrib = [
+      opencv-contrib-python
+    ];
+    contrib-headless = [
+      # opencv-contrib-python-headless
+    ];
+    gui = [
+      opencv-python
+    ];
+    headless = [
+      opencv-python-headless
+    ];
+    hub = [
+      huggingface-hub
+    ];
+    pillow = [
+      pillow
+    ];
+    pytorch = [
+      torch
+    ];
+    pyvips = [
+      pyvips
+    ];
+    text = [
+      pillow
+    ];
+  };
+
+  pythonImportsCheck = [ "albumentations" ];
+
+  nativeCheckInputs = [
+    deepdiff
+    defusedxml
+    gitMinimal
+    hypothesis
+    pillow
+    pytest-mock
+    pytestCheckHook
+    scikit-image
+    scikit-learn
+    torch
+    torchvision
+  ];
+
+  disabledTests = [
+    # ImportError: cannot import name 'benchmark_coverage' from 'tools'
+    "test_direct_script_ignores_unrelated_tools_package"
+
+    # AssertionError: Arrays are not almost equal to 6 decimals
+    "test_pca_inverse_transform"
+  ];
+
+  disabledTestPaths = [
+    # Infinite recursion with albu-spec
+    "tests/test_type_consistency.py"
+
+    # Requires unfree google-docstring-parser
+    "tests/test_docstrings.py"
+  ];
+
+  meta = {
+    description = "Python library for image augmentation";
+    homepage = "https://github.com/albumentations-team/AlbumentationsX";
+    changelog = "https://github.com/albumentations-team/AlbumentationsX/releases/tag/${finalAttrs.src.tag}";
+    license = lib.licenses.agpl3Only;
+    maintainers = with lib.maintainers; [ GaetanLepage ];
+  };
+})
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 28e742f91960..1fee478d8931 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -658,6 +658,8 @@ self: super: with self; {
 
   albucore = callPackage ../development/python-modules/albucore { };
 
+  albumentationsx = callPackage ../development/python-modules/albumentationsx { };
+
   ale-py = callPackage ../development/python-modules/ale-py { };
 
   alectryon = callPackage ../development/python-modules/alectryon { };