Update README.md

Author: stevenstetzler

README.md

@@ -2,6 +2,8 @@
 
 Find moving objects in detection catalogs.
 
+<img width="927" height="647" alt="image" src="https://github.com/user-attachments/assets/12a91e90-d20e-4712-8846-a59e6e0f6cf7" />
+
 Usage ([docs/notebooks/search.ipynb](https://github.com/stevenstetzler/find_asteroids/tree/main/docs/notebooks/search.ipynb))
 
 Installation via PyPI: 
@@ -10,4 +12,4 @@ $ python -m pip install find-asteroids
 ```
 
 References:
-- Stetzler, S. et al. (2025) An Efficient Shift-and-Stack Algorithm Applied to Detection Catalogs
+- Stetzler, S. et al. (2025) An Efficient Shift-and-Stack Algorithm Applied to Detection Catalogs