Update README.md

README.md

@@ -14,7 +14,7 @@ language:
 This is the official dataset repo of the REVISION framework a.k.a. the 'Rendering Tool' with all involved assets (i.e. objects, backgrounds, and floors). 
 
 
-## Requirements
+## ⚒️ Requirements
 
 REVISION requires [blenderproc](https://github.com/DLR-RM/BlenderProc). Simply install it with pip:
 
@@ -22,7 +22,7 @@ REVISION requires [blenderproc](https://github.com/DLR-RM/BlenderProc). Simply i
 pip install blenderproc
 ```
 
-## Single Test Run
+## 👁️ Single Test Run
 
 To generate a two-object reference image deterministically on your own, you may invoke one of the 4 blenderproc scripts in `util/`. E.g., to generate a scene of 'an **apple** *to the left* of a **banana**' in an indoor background, you may use
 
@@ -30,7 +30,7 @@ To generate a two-object reference image deterministically on your own, you may
 blenderproc run util/blender_left_right_floor.py apple banana background/photo_studio_loft_hall_2k.hdr output/debug/ 0 0
 ```
 
-## Batched Test Run
+## 🏃 Batched Test Run
 
 We also provide ``revision_gen_sample_t2i_comp.sh`` or `` revision_gen_sample_mscoco.sh`` to synthesize a sample batch of REVISION reference images in hdf5 format. You may then visualize the reference images with: 
 
@@ -38,14 +38,14 @@ We also provide ``revision_gen_sample_t2i_comp.sh`` or `` revision_gen_sample_ms
 blenderproc vis hdf5 <path_to_ref_images>/<image_name>.hdf5
 ```
 
-## Sample rendered outputs
+## 🖼️ Sample rendered outputs
 
 For convenience, we also have provided rendered outputs in PNG format for all two-object-pairs in MSCOCO or those specified in T2I-CompBench. These images are also the ones used in the RevQA Benchmark. Please find out more under the folder [sample_output/](https://huggingface.co/datasets/revision-t2i/revision-generator/tree/main/sample_output) .
 
-## Citation
+## 🤝🏼 Citation
 
 TBA
 
-## Acknowledgement
+## 💖 Acknowledgement
 
 The floor textures and the object models are sourced and modified from [sketchfab.com](https://sketchfab.com). The textured background assets are sourced from [polyhaven.com](http://polyhaven.com). All assets are shared in accordance with [CC-BY-4.0 License](https://creativecommons.org/licenses/by/4.0/deed.en#:~:text=https%3A//creativecommons.org/licenses/by/4.0/).