Update README with badges and project description

README.md

@@ -11,10 +11,19 @@ pipeline_tag: image-segmentation
 
 ## LayerD BiRefNet Matting Module
 
+<div align="left">
+
+[![arxiv paper](https://img.shields.io/badge/arxiv-paper-orange)](https://arxiv.org/abs/)
+<a href='https://cyberagentailab.github.io/LayerD/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
+
+</div>
+
 This repository contains the code and model weights for the matting module in [LayerD [ICCV'25]](https://arxiv.org/abs/), a layer decomposition framework for graphic design images.
-The model in this repository is intended to be used as a part of the original [LayerD github repository](https://github.com/CyberAgentAILab/LayerD).
+The model in this repository is **intended to be used as a part of the original [LayerD github repository](https://github.com/CyberAgentAILab/LayerD)**.
 Please visit https://github.com/CyberAgentAILab/LayerD for more information.
 
+![teaser](./teaser.png)
+
 The model architecture code is based on the [BiRefNet repository](https://huggingface.co/ZhengPeng7/BiRefNet). We thank the authors for releasing their high-quality matting model.
 
 ### Usage
@@ -42,4 +51,4 @@ The original BiRefNet is released under the [MIT license](https://huggingface.co
   booktitle={ICCV},
   year={2025}
 }
-```
+```