diff --git a/download_dependencies.py b/download_dependencies.py
index c02d98f..b62c9b1 100755
--- a/download_dependencies.py
+++ b/download_dependencies.py
@@ -15,20 +15,20 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-# The script does effectively the same as "git submodule update --init" command.
-
+"""This script does effectively the same as "git submodule update --init" command."""
 import logging
-import os
 import sys
 import tarfile
 import tempfile
 from urllib.request import urlopen
 from zipfile import ZipFile
+from pathlib import Path
 
-tf = "https://github.com/tensorflow/tflite-micro/archive/1a0287fc5fa81fa6aa1dcfb0c5b2e01f74164393.zip"
-cmsis = "https://github.com/ARM-software/CMSIS_5/archive/9b5df640c777563919affb4e9201c96c657adbb2.zip"
-ethos_u_core_driver = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-driver.git/snapshot/ethos-u-core-driver-22.02.tar.gz"
-ethos_u_core_platform = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-platform.git/snapshot/ethos-u-core-platform-22.02.tar.gz"
+TF = "https://github.com/tensorflow/tflite-micro/archive/1a0287fc5fa81fa6aa1dcfb0c5b2e01f74164393.zip"
+CMSIS = "https://github.com/ARM-software/CMSIS_5/archive/9b5df640c777563919affb4e9201c96c657adbb2.zip"
+ETHOS_U_CORE_DRIVER = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-driver.git/snapshot/ethos-u-core-driver-22.02.tar.gz"
+ETHOS_U_CORE_PLATFORM = "https://git.mlplatform.org/ml/ethos-u/ethos-u-core-platform.git/snapshot/ethos-u-core-platform-22.02.tar.gz"
+
 
 def download(url_file: str, post_process=None):
     with urlopen(url_file) as response, tempfile.NamedTemporaryFile() as temp:
@@ -46,10 +46,10 @@
             archive_path.filename = archive_path.filename[archive_path.filename.find("/") + 1:]
             if archive_path.filename:
                 z.extract(archive_path, to_path)
-                target_path = os.path.join(to_path, archive_path.filename)
+                target_path = to_path / archive_path.filename
                 attr = archive_path.external_attr >> 16
                 if attr != 0:
-                    os.chmod(target_path, attr)
+                    target_path.chmod(attr)
 
 
 def untar(file, to_path):
@@ -63,29 +63,25 @@
                 z.extract(archive_path, to_path)
 
 
-def main(dependencies_path: str):
+def main(dependencies_path: Path):
 
-    download(cmsis,
-             lambda file: unzip(file.name,
-                                to_path=os.path.join(dependencies_path, "cmsis")))
-    download(ethos_u_core_driver,
-             lambda file: untar(file.name,
-                                to_path=os.path.join(dependencies_path, "core-driver")))
-    download(ethos_u_core_platform,
-             lambda file: untar(file.name,
-                                to_path=os.path.join(dependencies_path, "core-platform")))
-    download(tf,
-             lambda file: unzip(file.name,
-                                to_path=os.path.join(dependencies_path, "tensorflow")))
+    download(CMSIS,
+             lambda file: unzip(file.name, to_path=dependencies_path / "cmsis"))
+    download(ETHOS_U_CORE_DRIVER,
+             lambda file: untar(file.name, to_path=dependencies_path / "core-driver"))
+    download(ETHOS_U_CORE_PLATFORM,
+             lambda file: untar(file.name, to_path=dependencies_path / "core-platform"))
+    download(TF,
+             lambda file: unzip(file.name, to_path=dependencies_path / "tensorflow"))
 
 
 if __name__ == '__main__':
     logging.basicConfig(filename='download_dependencies.log', level=logging.DEBUG, filemode='w')
     logging.getLogger().addHandler(logging.StreamHandler(sys.stdout))
 
-    download_dir = os.path.abspath(os.path.join(os.path.dirname(os.path.abspath(__file__)), "dependencies"))
+    download_dir = Path(__file__).parent.resolve() / "dependencies"
 
-    if os.path.isdir(download_dir):
+    if download_dir.is_dir():
         logging.info(f'{download_dir} exists. Skipping download.')
     else:
         main(download_dir)