Update README.md

README.md

@@ -118,6 +118,28 @@ if instance_data:
 # available in the main project repository.
 ```
 
+## Maze Visualization
+
+### To Create Maze Images
+
+Use the **`maze_visualizer_utility.py`** in scripts folder to generate maze visualizations from SeqBench dataset instances. 
+This utility supports several visualization modes and automatically generates PNG files with descriptive names.
+
+**Quick Examples:**
+```bash
+# Empty maze structure only
+python maze_visualizer_utility.py --maze_id <instance_id> --mode empty
+
+# Optimal path visualization
+python maze_visualizer_utility.py --maze_id <instance_id> --mode optimal
+
+# Model solution only
+python maze_visualizer_utility.py --maze_id <instance_id> --result_file results/path/to/91_run3.json --mode model
+
+# Side-by-side comparison (optimal vs model solution)
+python maze_visualizer_utility.py --maze_id <instance_id> --result_file results/path/to/result.json
+```
+
 ## Dataset Statistics (for `seqBench_compact.jsonl.gz`)
 
 *   **Total Instances:** 7079