--- a
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,25 @@
+# ignore svg, txt, json, html files
+exclude: '^.*\.(svg|txt|json|html)$|build|dist|benchmarks\/train_crnn_cinc2023\/utils\/artifact_pipeline\/.*'
+fail_fast: false
+
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v5.0.0
+    hooks:
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+  - repo: https://github.com/psf/black
+    rev: 24.10.0
+    hooks:
+      - id: black
+        args: [--line-length=128, --extend-exclude=.ipynb, --verbose]
+  - repo: https://github.com/PyCQA/flake8
+    rev: 7.1.1
+    hooks:
+      - id: flake8
+        args: [--max-line-length=128, '--exclude=./.*,build,dist', '--ignore=E501,W503,E203,F841,E231,W604', --count, --statistics, --show-source]
+  - repo: https://github.com/pycqa/isort
+    rev: 5.13.2
+    hooks:
+      - id: isort
+        args: [--profile=black, --line-length=128]