diff --git a/README.md b/README.md
index 13c5b0b..1e6a6a6 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,20 @@
-# pnanolocz 📦
+# pnanolocz
-[](https://www.gnu.org/licenses/gpl-3.0)
+
+
+[](https://github.com/derollins/Python-Nanolocz-Library/releases)
+[](https://github.com/derollins/Python-Nanolocz-Library/releases)
+[](https://pypi.org/project/pnanolocz/)
+
+[](https://pypi.org/project/pnanolocz/)
[](https://github.com/derollins/Python-Nanolocz-Library/actions/workflows/pre-commit.yaml)
[](https://github.com/derollins/Python-Nanolocz-Library/actions/workflows/tests.yaml)
[](https://codecov.io/gh/derollins/Python-Nanolocz-Library)
+[](https://github.com/astral-sh/ruff)
+[](https://github.com/psf/black)
+[](https://www.gnu.org/licenses/gpl-3.0)
+
+
*A Python library for AFM image flattening, background leveling, and edge detection, based on the MATLAB NanoLocz platform.*
Original NanoLocz MATLAB library is available here: