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Update app.py
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app.py
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@@ -123,6 +123,8 @@ from PIL import Image
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import numpy as np
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import pickle
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import gradio as gr
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# Force CPU usage for optimization
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device = torch.device("cpu")
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@@ -167,7 +169,14 @@ def rank_by_clip(images, prompt, top_k=3): # Reduce top_k for speed
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def generate_top_dresses(prompt):
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_, images = generate_images(G, num_images=20)
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top_images = rank_by_clip(images, prompt, top_k=2)
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# Launch Gradio
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as demo:
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import numpy as np
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import pickle
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import gradio as gr
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import tempfile
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# Force CPU usage for optimization
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device = torch.device("cpu")
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def generate_top_dresses(prompt):
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_, images = generate_images(G, num_images=20)
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top_images = rank_by_clip(images, prompt, top_k=2)
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file_paths = []
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for i, img in enumerate(top_images):
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temp_path = tempfile.NamedTemporaryFile(suffix=".png", delete=False).name
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img.save(temp_path)
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file_paths.append(temp_path)
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return top_images, file_paths
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# Launch Gradio
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as demo:
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