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	Update app.py (#2)
Browse files- Update app.py (cb6a3673a5f67465153a5b5fd72087d8fef4e32c)
    	
        app.py
    CHANGED
    
    | @@ -5,6 +5,7 @@ import torch | |
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            import spaces
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            import os
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            import json
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            from PIL import Image, ImageDraw
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            import torch 
         | 
| @@ -277,6 +278,36 @@ optimize_pipeline_(pipe, image=Image.new("RGB", (1024, 1024)), prompt="prompt") | |
| 277 | 
             
            # --- UI Constants and Helpers ---
         | 
| 278 | 
             
            MAX_SEED = np.iinfo(np.int32).max
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            def preload_presets(target_ratio, ui_width, ui_height):
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                """Updates the width and height sliders based on the selected aspect ratio."""
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                if target_ratio == "9:16":
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| @@ -380,12 +411,16 @@ def infer( | |
| 380 | 
             
                return result_image, seed
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| 381 |  | 
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            # --- Examples and UI Layout ---
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            -
            examples  | 
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            css = """
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            #col-container {
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                margin: 0 auto;
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            -
                max-width:  | 
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            }
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            #edit_text{margin-top: -62px !important}
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            .preview-container {
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| @@ -394,6 +429,9 @@ css = """ | |
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                padding: 10px;
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                margin-top: 10px;
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            }
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            """
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            with gr.Blocks(css=css) as demo:
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| @@ -408,6 +446,11 @@ with gr.Blocks(css=css) as demo: | |
| 408 |  | 
| 409 | 
             
                    Extend your images beyond their original boundaries with intelligent outpainting. The model will generate new content that seamlessly blends with your original image.
         | 
| 410 |  | 
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                    [Learn more](https://github.com/QwenLM/Qwen-Image) about the Qwen-Image series. 
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                    Try on [Qwen Chat](https://chat.qwen.ai/), or [download model](https://huggingface.co/Qwen/Qwen-Image-Edit) to run locally.
         | 
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                    """)
         | 
| @@ -435,9 +478,9 @@ with gr.Blocks(css=css) as demo: | |
| 435 | 
             
                                    label="Alignment"
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                                )
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| 437 |  | 
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                            run_button = gr.Button("Outpaint!", variant="primary")
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| 439 |  | 
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            -
                            with gr.Accordion("Outpainting Settings", open=False) as settings_panel:
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                                with gr.Row():
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                                    width_slider = gr.Slider(
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                                        label="Target Width",
         | 
| @@ -487,9 +530,9 @@ with gr.Blocks(css=css) as demo: | |
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                                        visible=False
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                                    )
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                                preview_button = gr.Button("Preview alignment and mask", variant="secondary")
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                            with gr.Accordion("Advanced Settings", open=False):
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                                seed = gr.Slider(
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                                    label="Seed",
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                                    minimum=0,
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| @@ -525,10 +568,50 @@ with gr.Blocks(css=css) as demo: | |
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                        with gr.Column():
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                            result = gr.Image(label="Result", type="pil")
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| 527 |  | 
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| 528 | 
             
                            with gr.Column(visible=False) as preview_container:
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                                preview_image = gr.Image(label="Preview (red area will be generated)", type="pil")
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                # Event handlers
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                target_ratio.change(
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                    fn=preload_presets,
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                    inputs=[target_ratio, width_slider, height_slider],
         | 
| @@ -573,8 +656,13 @@ with gr.Blocks(css=css) as demo: | |
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                    queue=False,
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                )
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            -
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            -
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                    fn=infer,
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                    inputs=[
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                        input_image,
         | 
| @@ -596,6 +684,56 @@ with gr.Blocks(css=css) as demo: | |
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                        rewrite_prompt,
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                    ],
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                    outputs=[result, seed],
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                )
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            if __name__ == "__main__":
         | 
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            import spaces
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            import os
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            import json
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            +
            import time
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            from PIL import Image, ImageDraw
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            import torch 
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| 278 | 
             
            # --- UI Constants and Helpers ---
         | 
| 279 | 
             
            MAX_SEED = np.iinfo(np.int32).max
         | 
| 280 |  | 
| 281 | 
            +
            def clear_result():
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            +
                """Clears the result image."""
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            +
                return gr.update(value=None)
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            +
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            +
            def update_history(new_image, history):
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            +
                """Updates the history gallery with the new image."""
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            +
                time.sleep(0.5)  # Small delay to ensure image is ready
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            +
                if history is None:
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            +
                    history = []
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                if new_image is not None:
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            +
                    # Convert to list if needed (Gradio sometimes returns tuples)
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                    if not isinstance(history, list):
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                        history = list(history) if history else []
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                    history.insert(0, new_image)
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                # Keep only the last 20 images in history
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                history = history[:20]
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                return history
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            +
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            +
            def use_history_as_input(evt: gr.SelectData, history):
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            +
                """Sets the selected history image as the new input image."""
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                if history and evt.index < len(history):
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                    return gr.update(value=history[evt.index])
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                return gr.update()
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            +
             | 
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            +
            def use_output_as_input(output_image):
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            +
                """Sets the generated output as the new input image."""
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                if output_image is not None:
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                    return gr.update(value=output_image)
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                return gr.update()
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            +
             | 
| 311 | 
             
            def preload_presets(target_ratio, ui_width, ui_height):
         | 
| 312 | 
             
                """Updates the width and height sliders based on the selected aspect ratio."""
         | 
| 313 | 
             
                if target_ratio == "9:16":
         | 
|  | |
| 411 | 
             
                return result_image, seed
         | 
| 412 |  | 
| 413 | 
             
            # --- Examples and UI Layout ---
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| 414 | 
            +
            # You can add examples here if you have sample images
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            # examples = [
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            +
            #     ["path/to/example1.jpg", "extend the landscape", 1280, 720, "Middle"],
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            +
            #     ["path/to/example2.jpg", "add more sky", 1024, 1024, "Top"],
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            +
            # ]
         | 
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            css = """
         | 
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            #col-container {
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                margin: 0 auto;
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            +
                max-width: 1200px;
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            }
         | 
| 425 | 
             
            #edit_text{margin-top: -62px !important}
         | 
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            .preview-container {
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| 429 | 
             
                padding: 10px;
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| 430 | 
             
                margin-top: 10px;
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            }
         | 
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            +
            .gallery-container {
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            +
                margin-top: 20px;
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| 434 | 
            +
            }
         | 
| 435 | 
             
            """
         | 
| 436 |  | 
| 437 | 
             
            with gr.Blocks(css=css) as demo:
         | 
|  | |
| 446 |  | 
| 447 | 
             
                    Extend your images beyond their original boundaries with intelligent outpainting. The model will generate new content that seamlessly blends with your original image.
         | 
| 448 |  | 
| 449 | 
            +
                    **Tips:**
         | 
| 450 | 
            +
                    - Use the preview button to see which areas will be generated before running
         | 
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            +
                    - Click on any image in the history to use it as a new input
         | 
| 452 | 
            +
                    - Try different alignments to expand your image in specific directions
         | 
| 453 | 
            +
                    
         | 
| 454 | 
             
                    [Learn more](https://github.com/QwenLM/Qwen-Image) about the Qwen-Image series. 
         | 
| 455 | 
             
                    Try on [Qwen Chat](https://chat.qwen.ai/), or [download model](https://huggingface.co/Qwen/Qwen-Image-Edit) to run locally.
         | 
| 456 | 
             
                    """)
         | 
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| 478 | 
             
                                    label="Alignment"
         | 
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                                )
         | 
| 480 |  | 
| 481 | 
            +
                            run_button = gr.Button("๐จ Outpaint!", variant="primary")
         | 
| 482 |  | 
| 483 | 
            +
                            with gr.Accordion("โ๏ธ Outpainting Settings", open=False) as settings_panel:
         | 
| 484 | 
             
                                with gr.Row():
         | 
| 485 | 
             
                                    width_slider = gr.Slider(
         | 
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                                        label="Target Width",
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                                        visible=False
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                                    )
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            +
                                preview_button = gr.Button("๐๏ธ Preview alignment and mask", variant="secondary")
         | 
| 534 |  | 
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                            with gr.Accordion("๐ง Advanced Settings", open=False):
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| 536 | 
             
                                seed = gr.Slider(
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                                    label="Seed",
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                                    minimum=0,
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| 568 | 
             
                        with gr.Column():
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                            result = gr.Image(label="Result", type="pil")
         | 
| 570 |  | 
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            +
                            use_as_input_button = gr.Button("๐ Use as Input Image", visible=False, variant="secondary")
         | 
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            +
                            
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                            with gr.Column(visible=False) as preview_container:
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                                preview_image = gr.Image(label="Preview (red area will be generated)", type="pil")
         | 
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            +
                            
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                            gr.Markdown("---")
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            +
                            
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                            with gr.Row():
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                                gr.Markdown("### ๐ History")
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| 580 | 
            +
                                clear_history_button = gr.Button("๐๏ธ Clear History", size="sm", variant="stop")
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| 581 | 
            +
                            
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            +
                            history_gallery = gr.Gallery(
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            +
                                label="Click any image to use as input", 
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            +
                                columns=4, 
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                                rows=2,
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                                object_fit="contain", 
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                                height="auto",
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                                interactive=True,
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                                show_label=True,
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            +
                                elem_classes=["gallery-container"]
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            +
                            )
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                # Event handlers
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                use_as_input_button.click(
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                    fn=use_output_as_input,
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                    inputs=[result],
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                    outputs=[input_image],
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            +
                    show_api=False
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            +
                )
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| 600 | 
            +
                
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                history_gallery.select(
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            +
                    fn=use_history_as_input,
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            +
                    inputs=[history_gallery],
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            +
                    outputs=[input_image],
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            +
                    show_api=False
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            +
                )
         | 
| 607 | 
            +
                
         | 
| 608 | 
            +
                clear_history_button.click(
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            +
                    fn=lambda: [],
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            +
                    inputs=None,
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| 611 | 
            +
                    outputs=history_gallery,
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| 612 | 
            +
                    show_api=False
         | 
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            +
                )
         | 
| 614 | 
            +
                
         | 
| 615 | 
             
                target_ratio.change(
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                    fn=preload_presets,
         | 
| 617 | 
             
                    inputs=[target_ratio, width_slider, height_slider],
         | 
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| 656 | 
             
                    queue=False,
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                )
         | 
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| 659 | 
            +
                # Main generation pipeline with result clearing, history update, and button visibility
         | 
| 660 | 
            +
                run_button.click(
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            +
                    fn=clear_result,
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            +
                    inputs=None,
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            +
                    outputs=result,
         | 
| 664 | 
            +
                    show_api=False
         | 
| 665 | 
            +
                ).then(
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                    fn=infer,
         | 
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                    inputs=[
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                        input_image,
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                        rewrite_prompt,
         | 
| 685 | 
             
                    ],
         | 
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                    outputs=[result, seed],
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            +
                ).then(
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            +
                    fn=lambda: gr.update(visible=True),
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            +
                    inputs=None,
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            +
                    outputs=use_as_input_button,
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            +
                    show_api=False
         | 
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            +
                ).then(
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            +
                    fn=update_history,
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            +
                    inputs=[result, history_gallery],
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            +
                    outputs=history_gallery,
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            +
                    show_api=False
         | 
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            +
                )
         | 
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            +
                
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            +
                # Also trigger on prompt submit
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            +
                prompt.submit(
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            +
                    fn=clear_result,
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            +
                    inputs=None,
         | 
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            +
                    outputs=result,
         | 
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            +
                    show_api=False
         | 
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            +
                ).then(
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            +
                    fn=infer,
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            +
                    inputs=[
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            +
                        input_image,
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            +
                        prompt,
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            +
                        width_slider,
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            +
                        height_slider,
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            +
                        overlap_percentage,
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            +
                        resize_option,
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            +
                        custom_resize_percentage,
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            +
                        alignment_dropdown,
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            +
                        overlap_left,
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            +
                        overlap_right,
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            +
                        overlap_top,
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            +
                        overlap_bottom,
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            +
                        seed,
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            +
                        randomize_seed,
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            +
                        true_guidance_scale,
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            +
                        num_inference_steps,
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            +
                        rewrite_prompt,
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            +
                    ],
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            +
                    outputs=[result, seed],
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            +
                ).then(
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            +
                    fn=lambda: gr.update(visible=True),
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            +
                    inputs=None,
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            +
                    outputs=use_as_input_button,
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            +
                    show_api=False
         | 
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            +
                ).then(
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            +
                    fn=update_history,
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            +
                    inputs=[result, history_gallery],
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            +
                    outputs=history_gallery,
         | 
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            +
                    show_api=False
         | 
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                )
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| 739 | 
             
            if __name__ == "__main__":
         | 
 
			

