diff --git a/pkgs/development/python-modules/omrdatasettools/default.nix b/pkgs/development/python-modules/omrdatasettools/default.nix
new file mode 100644
index 000000000000..cf2e91382de4
--- /dev/null
+++ b/pkgs/development/python-modules/omrdatasettools/default.nix
@@ -0,0 +1,74 @@
+{ lib
+, buildPythonPackage
+, fetchPypi
+, h5py
+, ipython
+, lxml
+, mung
+, muscima
+, numpy
+, pillow
+, pytestCheckHook
+, scikitimage
+, sphinx-rtd-theme
+, sympy
+, pandas
+, pyhamcrest
+, tqdm
+, twine
+}:
+
+buildPythonPackage rec {
+  pname = "omrdatasettools";
+  version = "1.3.1";
+
+  src = fetchPypi {
+    inherit pname version;
+    sha256 = "0cdq02jp8vh78yjq9bncjjl0pb554idrcxkd62rzwk4l6ss2fkw5";
+  };
+
+  propagatedBuildInputs = [
+    pillow
+    scikitimage
+    h5py
+    pyhamcrest
+    muscima
+    mung
+    numpy
+    lxml
+    tqdm
+    twine
+    sympy
+    sphinx-rtd-theme
+    pandas
+    ipython
+  ];
+
+  nativeCheckInputs = [
+    pytestCheckHook
+  ];
+
+  disabledTestPaths = [
+    # The download tests require internet access
+    "omrdatasettools/tests/test_downloader.py"
+  ];
+
+  disabledTests = [
+    # The download tests require internet access
+    "test_download_extract_and_crop_bitmaps"
+    "test_download_extract_and_render_all_symbols"
+    "test_download_extract_and_draw_bitmaps"
+    # Other failures
+    "test_render_node_masks_instance_segmentation_of_staff_blobs"
+    "test_render_node_masks_instance_segmentation_of_staff_lines"
+    "test_render_node_masks_semantic_segmentation_of_nodes"
+  ];
+
+  meta = with lib; {
+    description = "Collection of datasets used for Optical Music Recognition";
+    homepage = "https://github.com/apacha/OMR-Datasets";
+    changelog = "https://github.com/apacha/OMR-Datasets/blob/${version}/CHANGES.md";
+    license = licenses.mit;
+    maintainers = with maintainers; [ piegames ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 5f4d75cef659..748a0e078158 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -6931,6 +6931,8 @@ self: super: with self; {
 
   omnilogic = callPackage ../development/python-modules/omnilogic { };
 
+  omrdatasettools = callPackage ../development/python-modules/omrdatasettools { };
+
   ondilo = callPackage ../development/python-modules/ondilo { };
 
   onetimepass = callPackage ../development/python-modules/onetimepass { };