mushafdev commited on
Commit
61ba428
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1 Parent(s): 08d41ef

Update app.py

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Files changed (1) hide show
  1. app.py +58 -2
app.py CHANGED
@@ -1,4 +1,4 @@
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- import gradio as gr
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  import os
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  from huggingface_hub import InferenceClient
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  from PIL import Image
@@ -36,4 +36,60 @@ gr.Interface(
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  outputs=gr.Image(label="Redesigned Room"),
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  title="AI Room Redesign (No Local Model)",
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  description="Upload a room image and redesign it using prompts"
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- ).launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ """import gradio as gr
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  import os
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  from huggingface_hub import InferenceClient
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  from PIL import Image
 
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  outputs=gr.Image(label="Redesigned Room"),
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  title="AI Room Redesign (No Local Model)",
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  description="Upload a room image and redesign it using prompts"
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+ ).launch()"""
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+
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+ import gradio as gr
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+ from PIL import Image
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+ from diffusers import StableDiffusionImg2ImgPipeline
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+ import torch
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+
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+ # CPU pipeline
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+ device = "cpu"
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+ pipe = StableDiffusionImg2ImgPipeline.from_pretrained(
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+ "runwayml/stable-diffusion-v1-5",
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+ torch_dtype=torch.float32
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+ ).to(device)
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+ pipe.safety_checker = lambda images, **kwargs: (images, [False]*len(images))
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+
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+ def redesign_room(image, style, colors, lighting, strength):
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+ # Resize for CPU
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+ image = image.convert("RGB").resize((512, 512))
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+
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+ prompt = f"""
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+ Redesign this room with photorealistic style.
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+ Preserve all existing walls, windows, doors, and furniture layout.
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+ Interior style: {style}
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+ Color palette: {colors}
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+ Lighting: {lighting}
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+ No distortions, no extra windows, no unrealistic objects.
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+ High-quality render with realistic shadows.
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+ """
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+
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+ negative_prompt = "change room layout, move furniture, add windows, distort walls, cartoon"
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+
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+ result = pipe(
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+ prompt=prompt,
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+ image=image,
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+ strength=strength,
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+ guidance_scale=7.5,
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+ num_inference_steps=20,
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+ negative_prompt=negative_prompt
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+ ).images[0]
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+
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+ return result
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+
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+ with gr.Blocks() as demo:
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+ gr.Markdown("## 🏠 AI Room Redesign (CPU-friendly)")
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+
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+ image_input = gr.Image(label="Upload Room Image", type="pil")
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+ style = gr.Dropdown(["Modern","Luxury","Minimal","Scandinavian"], value="Modern", label="Style")
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+ colors = gr.Textbox(value="white, beige, wood", label="Color Palette")
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+ lighting = gr.Textbox(value="warm ambient lighting", label="Lighting")
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+ strength = gr.Slider(0.2, 0.35, 0.25, step=0.05, label="Strength (low = keep layout)")
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+
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+ output = gr.Image(label="Redesigned Room")
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+ btn = gr.Button("Redesign Room")
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+ btn.click(redesign_room, [image_input, style, colors, lighting, strength], output)
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+
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+ demo.launch()
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+