Update app.py

app.py

@@ -512,6 +512,7 @@ with gr.Blocks(theme=gr.themes.Soft(), css=css) as demo:
         <h5 style="margin: 0;">powered by</h5>
         <h3><a href="https://jaerinlee.com/research/StreamMultiDiffusion">StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control</a></h3>
         <h5 style="margin: 0;">If you ❤️ our project, please visit our Github and give us a 🌟!</h5>
+        <h5 style="margin: 1px;">Check out our new <a href="https://huggingface.co/spaces/ironjr/SemanticPaletteXL">demo</a> in collaboration with Animagine XL 3.1 🤩!</h5>
         </br>
         <div style="display: flex; justify-content: center; align-items: center; text-align: center;">
             <a href='https://arxiv.org/abs/2403.09055'>
@@ -535,7 +536,11 @@ with gr.Blocks(theme=gr.themes.Soft(), css=css) as demo:
             </a>
             &nbsp;
             <a href='https://huggingface.co/papers/2403.09055'>
-                <img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Paper-yellow'>
+                <img src='https://img.shields.io/badge/%F0%9F%A4%97%20Paper-StreamMultiDiffusion-yellow'>
+            </a>
+            &nbsp;
+            <a href='https://huggingface.co/spaces/ironjr/SemanticPaletteXL'>
+                <img src='https://img.shields.io/badge/%F0%9F%A4%97%20Demo-AnimagineXL3.1-yellow'>
             </a>
         </div>
     </div>