Update README.md

README.md

@@ -21,7 +21,7 @@ Website: [https://www.physics-gen.org/](https://www.physics-gen.org/)
 
 ### Variants
 
-- **Sound Variants:** [sound_baseline, sound_reflection, sound_diffraction, sound_combined]
+- **Urban Sound Propagation:** [sound_baseline, sound_reflection, sound_diffraction, sound_combined]
 
   Each sound example includes:
   - Geographic coordinates: `lat`, `long`
@@ -29,13 +29,14 @@ Website: [https://www.physics-gen.org/](https://www.physics-gen.org/)
   - Images: `soundmap`, `osm`, `soundmap_512`
   - Additional metadata: `temperature`, `humidity`, `yaw`, `sample_id`
 
-- **Lens Distortion Variants:** [lens_p1, lens_p2]
+- **Lens Distortion:** [lens_p1, lens_p2]
 
   Each lens example includes:
   - Calibration parameters: `fx`, `k1`, `k2`, `k3`, `p1`, `p2`, `cx`
   - Label file path: `label_path`
+  - Note: The script for applying the distortion to the CelebA Dataset is located [here](https://github.com/physicsgen/physicsgen/blob/main/eval_scripts/apply_lens_distortion.py).
 
-- **Ball Motion Variants:** [ball_roll, ball_bounce]
+- **Dynamics of rolling and bouncing movements:** [ball_roll, ball_bounce]
 
   Each ball example includes:
   - Metadata: `ImgName`, `StartHeight`, `GroundIncli`, `InputTime`, `TargetTime`