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README.md

@@ -113,7 +113,7 @@ Object detection in security X-ray scans has advanced significantly in recent ye
 
 ### Usage
 
-```
+```python
 from datasets import load_dataset
 import matplotlib.pyplot as plt
 import matplotlib.patches as patches
@@ -172,6 +172,10 @@ plt.tight_layout()
 plt.show()
 ```
 
+<div align="center">
+  <img src="./figs/side_by_side_bbox.png" alt="DET-COMPASS Sample" width="80%">
+</div>
+
 ### Citation
 
 If you use DET-COMPASS in your research, please cite:
@@ -183,4 +187,4 @@ If you use DET-COMPASS in your research, please cite:
       booktitle={ICCV},
       year={2025},
 }
-```
+```