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Update app.py
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app.py
CHANGED
@@ -118,7 +118,7 @@ def inference(
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controlnet_conditioning_scale=float(controlnet_conditioning_scale), # type: ignore
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generator=generator,
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strength=float(strength),
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num_inference_steps=
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)
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return out.images[0] # type: ignore
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@@ -126,30 +126,42 @@ def inference(
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with gr.Blocks() as blocks:
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gr.Markdown(
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"""
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# Yamamoto QR Code Art Generator
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##
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Welcome to Yamamoto's QR Code Art Generator
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stunning, on-brand QR codes that
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### How
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### Tips for
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)
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with gr.Row():
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with gr.Column():
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qr_code_content = gr.Textbox(
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label="QR Code Content",
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)
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with gr.Accordion(label="QR Code Image (Optional)", open=False):
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qr_code_image = gr.Image(
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)
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prompt = gr.Textbox(
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label="Prompt",
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)
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negative_prompt = gr.Textbox(
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label="
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value="ugly, disfigured, low quality, blurry, nsfw",
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)
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use_qr_code_as_init_image = gr.Checkbox(
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label="Use QR code as init image",
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info="Whether init image should be QR code. Unclick to pass init image or generate init image with Stable Diffusion 2.1"
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)
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with gr.Accordion(label="Init Images (Optional)", open=False, visible=False) as init_image_acc:
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init_image = gr.Image(label="Init Image (Optional). Leave blank to generate image with
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with gr.Accordion(
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label="Params: The generated QR Code functionality is largely influenced by the parameters detailed below",
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open=True,
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):
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controlnet_conditioning_scale = gr.Slider(
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minimum=0.0,
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maximum=5.0,
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step=0.01,
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value=1.1,
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label="
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)
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strength = gr.Slider(
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minimum=0.0,
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)
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guidance_scale = gr.Slider(
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minimum=0.0,
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maximum=50.0,
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step=0.25,
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value=7.5,
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label="
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)
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sampler = gr.Dropdown(choices=list(SAMPLER_MAP.keys()), value="DPM++ Karras SDE", label="Sampler")
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seed = gr.Slider(
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minimum=-1,
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maximum=9999999999,
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step=1,
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value=-1,
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label="Seed",
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)
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with gr.Row():
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run_btn = gr.Button("
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with gr.Column():
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result_image = gr.Image(label="
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run_btn.click(
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inference,
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inputs=[
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sampler,
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],
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outputs=[result_image],
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concurrency_limit=
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)
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gr.Examples(
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controlnet_conditioning_scale=float(controlnet_conditioning_scale), # type: ignore
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generator=generator,
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strength=float(strength),
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num_inference_steps=50,
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)
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return out.images[0] # type: ignore
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with gr.Blocks() as blocks:
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gr.Markdown(
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"""
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# π¨ Yamamoto QR Code Art Generator
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## Transform Your QR Codes into Brand Masterpieces
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Welcome to Yamamoto's innovative QR Code Art Generator! This cutting-edge tool empowers our creative team to craft
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visually stunning, on-brand QR codes that perfectly blend functionality with artistic expression.
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### π How It Works:
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1. **Enter Your QR Code Content**: Start by inputting the URL or text for your QR code.
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2. **Craft Your Prompt**: Describe the artistic style or theme you envision for your QR code.
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3. **Fine-tune with Advanced Settings**: Adjust parameters to perfect your creation (see tips below).
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4. **Generate and Iterate**: Click 'Run' to create your art, then refine as needed.
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### π Tips for Spectacular Results:
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- **Artistic Freedom**: Set between 0.8 and 0.95 for a balance of creativity and scannability.
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- **QR Code Visibility**: Aim for 0.6 to 2.0 to ensure your code is both artistic and functional.
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- **Prompt Crafting**: Use vivid, specific descriptions that align with your brand identity.
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- **Experimentation**: Don't hesitate to try different settings and prompts to find your perfect style!
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### π Prompt Ideas to Spark Your Creativity:
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- "A serene Japanese garden with cherry blossoms and a koi pond"
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- "A futuristic cityscape with neon lights and flying cars"
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- "An abstract painting with swirling colors and geometric shapes"
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- "A vintage-style travel poster featuring iconic landmarks"
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Remember, the magic lies in the details of your prompt and the fine-tuning of your settings.
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Happy creating!
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"""
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)
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with gr.Row():
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with gr.Column():
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qr_code_content = gr.Textbox(
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label="QR Code Content",
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placeholder="Enter URL or text for your QR code",
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info="This is what your QR code will link to or display when scanned.",
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)
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with gr.Accordion(label="QR Code Image (Optional)", open=False):
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qr_code_image = gr.Image(
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)
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prompt = gr.Textbox(
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label="Artistic Prompt",
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placeholder="Describe the style or theme for your QR code art",
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info="Be specific and creative! This guides the AI in creating your unique QR art.",
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)
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negative_prompt = gr.Textbox(
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label="Elements to Avoid",
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placeholder="Describe what you don't want in the image",
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value="ugly, disfigured, low quality, blurry, nsfw",
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info="List elements or styles you want to avoid in your QR code art.",
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)
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use_qr_code_as_init_image = gr.Checkbox(
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label="Use QR code as init image",
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info="Whether init image should be QR code. Unclick to pass init image or generate init image with Stable Diffusion 2.1"
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)
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with gr.Accordion(label="Init Images (Optional)", open=False, visible=False) as init_image_acc:
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init_image = gr.Image(label="Init Image (Optional). Leave blank to generate image with AI", type="pil")
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with gr.Accordion("Advanced Artistic Controls", open=False):
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controlnet_conditioning_scale = gr.Slider(
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minimum=0.0,
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maximum=5.0,
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step=0.01,
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value=1.1,
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label="QR Code Visibility",
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info="""Balance between QR code clarity and artistic integration:
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β’ Lower (0.0-0.5): Subtle, may be hard to scan
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β’ Middle (0.6-1.5): Good blend of art and function
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β’ Higher (1.6-5.0): Very clear QR code, less artistic freedom
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Start at 1.1 and adjust to find your perfect balance."""
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)
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strength = gr.Slider(
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minimum=0.0,
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maximum=1.0,
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step=0.01,
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value=0.9,
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label="Artistic Freedom",
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info="""Controls how much the AI can alter the QR code:
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β’ Lower (0.0-0.3): Minimal changes, closer to standard QR
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β’ Middle (0.4-0.7): Balanced artistic elements
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β’ Higher (0.8-1.0): Maximum creativity, may affect scannability
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Begin with 0.9 for a creative yet functional result."""
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)
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guidance_scale = gr.Slider(
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minimum=0.0,
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maximum=50.0,
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step=0.25,
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value=7.5,
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label="Prompt Adherence",
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info="""Determines how closely the AI follows your prompt:
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β’ Lower (0-5): More AI creativity, less prompt influence
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β’ Middle (5-15): Balanced between prompt and AI interpretation
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β’ Higher (15+): Strictly follows prompt, less variation
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Start at 7.5 and adjust based on your desired outcome."""
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)
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sampler = gr.Dropdown(
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choices=list(SAMPLER_MAP.keys()),
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value="DPM++ Karras SDE",
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label="Image Generation Technique",
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info="""Different methods for creating your QR art:
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β’ DPM++ Karras SDE: Versatile, high-quality results
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β’ Euler: Sharp, detailed images
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β’ DDIM: Good for abstract or artistic styles
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Experiment to find what works best for your vision!"""
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)
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seed = gr.Slider(
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minimum=-1,
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maximum=9999999999,
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step=1,
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value=-1,
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label="Creative Seed",
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info="""Controls the randomness in art creation:
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β’ -1: New, unique creation each time
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β’ Any other number: Recreates the same image consistently
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Use -1 to explore, or set a specific number to refine a design you like.""",
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randomize=False,
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)
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with gr.Row():
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run_btn = gr.Button("π¨ Create Your QR Art", variant="primary")
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with gr.Column():
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result_image = gr.Image(label="Your Artistic QR Code")
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gr.Markdown(
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"""
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### π Analyzing Your Creation
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- Is the QR code scannable? Test it with your phone's camera.
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- Does the art style match your prompt? If not, try adjusting the 'Prompt Adherence'.
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- Want more artistic flair? Increase the 'Artistic Freedom'.
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- Need a clearer QR code? Raise the 'QR Code Visibility'.
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Remember, creating the perfect QR art is a journey of experimentation and refinement.
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Enjoy the process of bringing your unique vision to life!
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"""
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)
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run_btn.click(
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inference,
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inputs=[
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sampler,
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],
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outputs=[result_image],
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concurrency_limit=20
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)
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gr.Examples(
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