diff --git a/var/spack/repos/builtin/packages/py-kornia/package.py b/var/spack/repos/builtin/packages/py-kornia/package.py
new file mode 100644
index 0000000000..e62e532b1c
--- /dev/null
+++ b/var/spack/repos/builtin/packages/py-kornia/package.py
@@ -0,0 +1,20 @@
+# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
+# Spack Project Developers. See the top-level COPYRIGHT file for details.
+#
+# SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+from spack import *
+
+
+class PyKornia(PythonPackage):
+    """Open Source Differentiable Computer Vision Library for PyTorch."""
+
+    homepage = "https://www.kornia.org/"
+    pypi     = "kornia/kornia-0.5.10.tar.gz"
+
+    version('0.5.10', sha256='428b4b934a2ba7360cc6cba051ed8fd96c2d0f66611fdca0834e82845f14f65d')
+
+    depends_on('python@3.6:', type=('build', 'run'))
+    depends_on('py-setuptools', type='build')
+    depends_on('py-pytest-runner', type='build')
+    depends_on('py-torch@1.6.0:', type=('build', 'run'))