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Create app.py

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  1. app.py +30 -0
app.py ADDED
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+ import gradio as gr
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+ from diffusers import StableDiffusionPipeline
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+ import torch
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+
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+ # Load the pre-trained Stable Diffusion model
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+ model_id = "runwayml/stable-diffusion-v1-5"
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+ pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
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+ pipe = pipe.to("cuda")
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+
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+ def generate_one_line_art(prompt):
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+ # Generate an image based on the text prompt
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+ image = pipe(prompt).images[0]
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+
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+ # Convert the image to a simple one-line art (this is a placeholder)
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+ # In practice, you would need a more sophisticated method to convert the image to one-line art.
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+ # For simplicity, we'll just return the generated image.
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+
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+ return image
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+
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+ # Define the Gradio interface
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+ iface = gr.Interface(
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+ fn=generate_one_line_art,
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+ inputs=gr.Textbox(lines=2, placeholder="Enter a text prompt..."),
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+ outputs="image",
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+ title="One-Line Art Generator",
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+ description="Enter a text prompt to generate a simple one-line art."
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+ )
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+
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+ # Launch the app
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+ iface.launch()