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import gradio as gr |
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import torch |
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from PIL import Image |
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from diffusers import AutoPipelineForImage2Image |
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pipe = AutoPipelineForImage2Image.from_pretrained( |
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"stabilityai/stable-diffusion-xl-base-1.0", |
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torch_dtype=torch.float16, |
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variant="fp16", |
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use_safetensors=True |
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).to("cuda") |
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pipe.load_lora_weights("theoracle/sdxl-tok-lounge-lora") |
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def generate(image, prompt, negative_prompt, strength): |
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image = image.resize((1024, 1024)) |
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result = pipe( |
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prompt=prompt, |
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negative_prompt=negative_prompt, |
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image=image, |
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strength=strength, |
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guidance_scale=15, |
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num_inference_steps=30 |
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).images[0] |
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return result |
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default_prompt = ( |
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"a blue maritime-themed TOK lounge, inspired by classic coastal elegance and deep ocean hues, " |
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"navy and seafoam color palette, whitewashed wooden walls, large panoramic windows with ocean views, " |
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"nautical decor like ropes, brass instruments, and ship wheels subtly integrated, " |
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"linen sofas in soft ivory and deep blue, striped cushions and driftwood coffee table, " |
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"open shelves with coral sculptures, vintage maritime maps and glass fishing floats, " |
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"light oak flooring and woven jute rug, sheer curtains billowing in a coastal breeze, " |
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"ambient natural light, serene and breezy atmosphere, luxury seaside escape with timeless nautical charm, " |
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"8k ultra photorealistic, crisp focus, interior photography with coastal lighting and peaceful mood" |
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) |
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default_negative = ( |
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"empty rooms, clutter, mess, disorganized, visible wires, tangled cables, chaotic layout, " |
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"outdated design, old furniture, vintage upholstery, faded fabric, chipped wood, " |
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"dirty carpet, old carpet, boring colors, muted tones, brown overload, yellow tint, " |
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"stains, dust, peeling wallpaper, worn out textures, bad lighting, overexposed, " |
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"low detail, blurry, deformed, flat perspective, bad composition, watermark, text, " |
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"ugly, dated, dark corners, awkward layout, excessive decoration, chaotic patterns, no new doors, no new windows, no new opening" |
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) |
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gr.Interface( |
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fn=generate, |
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inputs=[ |
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gr.Image(type="pil", label="Input Image"), |
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gr.Textbox(label="Prompt", value=default_prompt, lines=6), |
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gr.Textbox(label="Negative Prompt", value=default_negative, lines=4), |
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gr.Slider(0.1, 1.0, value=0.5, label="Strength") |
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], |
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outputs=gr.Image(label="Generated Image"), |
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title="TOK Lounge Generator (LoRA SDXL)", |
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description="Upload an image and generate a stylized TOK lounge interior using a LoRA fine-tuned Stable Diffusion XL model." |
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).launch() |
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