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Running
on
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Running
on
Zero
Update app.py
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app.py
CHANGED
@@ -1679,36 +1679,18 @@ if __name__ == "__main__":
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"""
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MAX_SEED = np.iinfo(np.int32).max
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with gr.Blocks(css=css) as demo:
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with gr.Column(elem_id="col-container"):
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gr.Markdown("### Paper Abstract")
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gr.Markdown("""
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This paper attempts to address the object repetition issue in patch-wise higher-resolution image generation.
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We propose AccDiffusion, an accurate method for patch-wise higher-resolution image generation without training.
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An in-depth analysis in this paper reveals an identical text prompt for different patches causes repeated object generation, while no prompt compromises the image details.
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Therefore, our AccDiffusion, for the first time, proposes to decouple the vanilla image-content-aware prompt into a set of patch-content-aware prompts, each of which serves as a more precise description of an image patch.
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Besides, AccDiffusion also introduces dilated sampling with window interaction for better global consistency in higher-resolution image generation.
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Experimental comparison with existing methods demonstrates that our AccDiffusion effectively addresses the issue of repeated object generation and leads to better performance in higher-resolution image generation.
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""")
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gr.HTML("""
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<div style="display:flex;column-gap:4px;">
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<a href='https://lzhxmu.github.io/accdiffusion/accdiffusion.html'>
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<img src='https://img.shields.io/badge/Project-Page-green'>
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</a>
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<a href='https://github.com/lzhxmu/AccDiffusion'>
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<img src='https://img.shields.io/badge/Code-github-blue'>
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</a>
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<a href='https://arxiv.org/abs/2407.10738v1'>
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<img src='https://img.shields.io/badge/Paper-Arxiv-red'>
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</a>
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<a href='https://huggingface.co/papers/2407.10738'>
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<img src='https://img.shields.io/badge/Papers-HF-ffd21f'>
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</a>
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</div>
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""")
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with gr.Group():
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with gr.Row():
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prompt = gr.Textbox(label="Prompt", scale=4)
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"""
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MAX_SEED = np.iinfo(np.int32).max
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css = """
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footer {
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visibility: hidden;
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}
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"""
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with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css) as demo:
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with gr.Column(elem_id="col-container"):
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with gr.Group():
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with gr.Row():
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prompt = gr.Textbox(label="Prompt", scale=4)
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