Update app.py

app.py

@@ -45,17 +45,40 @@ title = """
         </div>
         <p style="margin-bottom: 10px; font-size: 94%">
         Text-Based Real Image Editing with Diffusion Models
+        <br />This pipeline aims to implement <a href="" target="_blank">this paper</a> to Stable Diffusion, allowing for real-world image editing.
         </p>
     </div>
 """
 
 article = """
-
+    <div class="footer">
+        <p><a href="https://github.com/huggingface/diffusers/tree/main/examples/community#imagic-stable-diffusion" target="_blank">Community pipeline</a> baked by <a href="https://github.com/apolinario" style="text-decoration: underline;" target="_blank">@apolinario</a> - Gradio Demo by 🤗 Sylvain Filoni
+        </p>
+    </div>
 """
 
 css = '''
     #col-container {max-width: 700px; margin-left: auto; margin-right: auto;}
     a {text-decoration-line: underline; font-weight: 600;}
+    .footer {
+            margin-bottom: 45px;
+            margin-top: 35px;
+            text-align: center;
+            border-bottom: 1px solid #e5e5e5;
+        }
+        .footer>p {
+            font-size: .8rem;
+            display: inline-block;
+            padding: 0 10px;
+            transform: translateY(10px);
+            background: white;
+        }
+        .dark .footer {
+            border-color: #303030;
+        }
+        .dark .footer>p {
+            background: #0b0f19;
+        }
 '''
 
 
@@ -63,12 +86,12 @@ with gr.Blocks(css=css) as block:
     with gr.Column(elem_id="col-container"):
         gr.HTML(title)
 
-        prompt_input = gr.Textbox()
-        image_init = gr.Image(source="upload", type="filepath")
+        prompt_input = gr.Textbox(label="Prompt", placeholder="Describe the image with what you want to change about the subject")
+        image_init = gr.Image(source="upload", type="filepath", label="Input Image")
         
         submit_btn = gr.Button("Submit")
         
-        image_output = gr.Image()
+        image_output = gr.Image(label="Result")
         
         #gr.HTML(article)