Update app.py

app.py

@@ -62,12 +62,19 @@ def remove_background(result):
     return result
 
 
+abstract = '''Zero123++ is an image-conditioned diffusion model for generating 3D-consistent multi-view images from a single input view. To take full advantage of pretrained 2D generative priors, authors have developed various conditioning and training schemes to minimize the effort of finetuning from off-the-shelf image diffusion models such as Stable Diffusion. Zero123++ excels in producing high-quality, consistent multi-view images from a single image, overcoming common issues like texture degradation and geometric misalignment. Furthermore, authors showcase the feasibility of training a ControlNet on Zero123++ for enhanced control over the generation process. 
+'''
 # Create a Gradio interface for the Zero123++ model
 with gr.Blocks() as demo:
-    # Display a title
+# Display a title
     gr.HTML("<h1><center> Interactive WebUI : Zero123++ </center></h1>")
-    gr.HTML("<h3><center> A Single Image to Consistent Multi-view Diffusion Base Model</center></h1>")
-    gr.HTML('''<center> <a href='https://arxiv.org/abs/2310.15110' target='_blank'>ArXiv</a> - <a href='https://github.com/SUDO-AI-3D/zero123plus/tree/main' target='_blank'>Code</a> </center>''')
+    with gr.Row():
+      with gr.Column(scale=1):
+        gr.HTML('''<img src='https://huggingface.co/spaces/ysharma/Zero123PlusDemo/resolve/main/teaser-low.jpg'>''')
+      with gr.Column(scale=5):
+        gr.HTML("<h3>A Single Image to Consistent Multi-view Diffusion Base Model</h3>")
+        gr.HTML('''<a href='https://arxiv.org/abs/2310.15110' target='_blank'>ArXiv</a> - <a href='https://github.com/SUDO-AI-3D/zero123plus/tree/main' target='_blank'>Code</a>''')
+        gr.HTML(f'<b>Abstract:</b> {abstract}')
     with gr.Row():
       # Input section: Allow users to upload an image
       with gr.Column():
@@ -95,6 +102,4 @@ with gr.Blocks() as demo:
     
 
 
-demo.launch(debug=True)
-
-
+demo.launch(debug=False)