diff --git a/README.md b/README.md
index e0604b9..8d9ae1b 100644
--- a/README.md
+++ b/README.md
@@ -97,19 +97,17 @@ We provide four example scenes in `example/` that you can run out of the box:
python demo.py --model_path /path/to/lingbot-map-long.pt \
--image_folder example/church --mask_sky
```
-
+
-
-
```bash
# University scene
python demo.py --model_path /path/to/lingbot-map-long.pt \
--image_folder example/university --mask_sky
```
-
-
+
+
@@ -118,6 +116,7 @@ python demo.py --model_path /path/to/lingbot-map-long.pt \
python demo.py --model_path /path/to/lingbot-map-long.pt \
--image_folder example/loop
```
+
```bash
@@ -125,9 +124,8 @@ python demo.py --model_path /path/to/lingbot-map-long.pt \
python demo.py --model_path /path/to/lingbot-map-long.pt \
--image_folder example/oxford --mask_sky
```
+
-
-
We will provide more examples in the follow-up.
@@ -147,8 +145,8 @@ python demo.py \
--camera_num_iterations 4 \
--keyframe_interval 2
```
-
-
+
+
### Windowed Inference (for long sequences, >3000 frames)