diff --git a/var/spack/repos/builtin/packages/py-segmentation-models-pytorch/package.py b/var/spack/repos/builtin/packages/py-segmentation-models-pytorch/package.py
new file mode 100644
index 0000000000..11bfd998e9
--- /dev/null
+++ b/var/spack/repos/builtin/packages/py-segmentation-models-pytorch/package.py
@@ -0,0 +1,22 @@
+# 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 PySegmentationModelsPytorch(PythonPackage):
+    """Python library with Neural Networks for Image Segmentation based on PyTorch."""
+
+    homepage = "https://github.com/qubvel/segmentation_models.pytorch"
+    pypi     = "segmentation_models_pytorch/segmentation_models_pytorch-0.2.0.tar.gz"
+
+    version('0.2.0', sha256='247266722c23feeef16b0862456c5ce815e5f0a77f95c2cd624a71bf00d955df')
+
+    depends_on('python@3:', type=('build', 'run'))
+    depends_on('py-setuptools', type='build')
+    depends_on('py-torchvision@0.5.0:', type=('build', 'run'))
+    depends_on('py-pretrainedmodels@0.7.4', type=('build', 'run'))
+    depends_on('py-efficientnet-pytorch@0.6.3', type=('build', 'run'))
+    depends_on('py-timm@0.4.12', type=('build', 'run'))