Add references

app.py

@@ -70,8 +70,35 @@ def infer(lq_sequence, task_name):
     except subprocess.CalledProcessError as e:
         raise gr.Error(f"Error during inference: {str(e)}")
 
-with gr.Blocks() as demo:
-    with gr.Column():
+css="""
+div#col-container{
+    margin: 0 auto;
+    max-width: 982px;
+}
+"""
+with gr.Blocks(css=css) as demo:
+    with gr.Column(elem_id="col-container"):
+        gr.Markdown("# SVFR: A Unified Framework for Generalized Video Face Restoration")
+        gr.Markdown("SVFR is a unified framework for face video restoration that supports tasks such as BFR, Colorization, Inpainting, and their combinations within one cohesive system.")
+        gr.HTML("""
+        <div style="display:flex;column-gap:4px;">
+            <a href="https://github.com/wangzhiyaoo/SVFR">
+                <img src='https://img.shields.io/badge/GitHub-Repo-blue'>
+            </a> 
+            <a href="https://wangzhiyaoo.github.io/SVFR/">
+                <img src='https://img.shields.io/badge/Project-Page-green'>
+            </a>
+            <a href="https://arxiv.org/pdf/2501.01235">
+                <img src='https://img.shields.io/badge/ArXiv-Paper-red'>
+            </a>
+            <a href="https://huggingface.co/spaces/fffiloni/SVFR-demo?duplicate=true">
+                <img src="https://huggingface.co/datasets/huggingface/badges/resolve/main/duplicate-this-space-sm.svg" alt="Duplicate this Space">
+            </a>
+            <a href="https://huggingface.co/fffiloni">
+                <img src="https://huggingface.co/datasets/huggingface/badges/resolve/main/follow-me-on-HF-sm-dark.svg" alt="Follow me on HF">
+            </a>
+        </div>
+        """)
         with gr.Row():
             with gr.Column():
                 input_seq = gr.Video(label="Video LQ")