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app.py

@@ -66,40 +66,35 @@ def gui_generation(prompt, ref_img, guidance_scale, ipadapter_scale):
             ipadapter_scale=ipadapter_scale).images
     return image[0]
 
-# Create Gradio interface
-with gr.Blocks() as demo:
-    gr.Markdown("# Stable Diffusion 3.5 Image Generation")
-
-    with gr.Row():
-        prompt_box = gr.Textbox(label="Prompt", placeholder="Enter your image generation prompt")
-
-    with gr.Row():
-        ref_img = gr.File(label="Upload Reference Image")
-
-    with gr.Row():
-        guidance_slider = gr.Slider(
-            label="Guidance Scale",
-            minimum=2,
-            maximum=16,
-            value=7,
-            step=0.5,
-            info="Controls adherence to the text prompt"
-        )
-        ipadapter_slider = gr.Slider(
-            label="IP-Adapter Scale",
-            minimum=0,
-            maximum=1,
-            value=0.5,
-            step=0.1,
-            info="Controls influence of the image prompt"
-        )
-
-    generate_btn = gr.Button("Generate")
-
-    generate_btn.click(
-        fn=gui_generation,
-        inputs=[prompt_box, ref_img, guidance_slider, ipadapter_slider],
-        outputs="image",
-    )
-
-demo.launch()
+prompt_box = gr.Textbox(label="Prompt", placeholder="Enter your image generation prompt")
+ref_img = gr.File(label="Upload Reference Image")
+guidance_slider = gr.Slider(
+    label="Guidance Scale",
+    minimum=2,
+    maximum=16,
+    value=7,
+    step=0.5,
+    info="Controls adherence to the text prompt")
+
+ipadapter_slider = gr.Slider(
+    label="IP-Adapter Scale",
+    minimum=0,
+    maximum=1,
+    value=0.5,
+    step=0.1,
+    info="Controls influence of the image prompt"
+)
+
+
+
+# Set up Gradio interface
+interface = gr.Interface(
+    fn=gui_generation,
+    inputs=[prompt_box, ref_img, guidance_slider, ipadapter_slider],
+    outputs="image",
+    title="Image Generation with Stable Diffusion 3 medium and ControlNet",
+    description="Generates an image based on a text prompt and a reference image using Stable Diffusion 3 medium with ControlNet."
+
+)
+
+interface.launch()