Update app.py
Browse files
app.py
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@@ -2,15 +2,14 @@ import gradio as gr
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from diffusers import StableDiffusionPipeline
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import torch
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# Load the Stable Diffusion model (use
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model_id = "runwayml/stable-diffusion-v1-5"
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pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.
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pipe = pipe.to("cuda") # Use GPU if available
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# Function to generate image from description
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def generate_image(text_description):
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# Generate image using Stable Diffusion
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image = pipe(text_description, num_inference_steps=
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# Optional: Add text to the image
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from PIL import Image, ImageDraw, ImageFont
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@@ -28,7 +27,7 @@ def generate_image(text_description):
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# Gradio interface
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with gr.Blocks(title="Text-to-Image Generator") as demo:
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gr.Markdown("# Text-to-Image Generator")
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gr.Markdown("Enter a description below and generate a detailed image!")
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with gr.Row():
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with gr.Column():
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from diffusers import StableDiffusionPipeline
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import torch
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# Load the Stable Diffusion model (use CPU-compatible settings)
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model_id = "runwayml/stable-diffusion-v1-5"
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pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float32) # Use float32 for CPU
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# Function to generate image from description
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def generate_image(text_description):
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# Generate image using Stable Diffusion on CPU
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image = pipe(text_description, num_inference_steps=25, guidance_scale=7.5).images[0] # Reduced steps for speed
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# Optional: Add text to the image
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from PIL import Image, ImageDraw, ImageFont
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# Gradio interface
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with gr.Blocks(title="Text-to-Image Generator") as demo:
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gr.Markdown("# Text-to-Image Generator")
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gr.Markdown("Enter a description below and generate a detailed image! (Note: Running on CPU may be slow)")
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with gr.Row():
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with gr.Column():
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