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Update app.py
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app.py
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@@ -62,6 +62,9 @@
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# iface.launch()
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import gradio as gr
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import torch
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import numpy as np
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import io
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import warnings
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warnings.filterwarnings("ignore")
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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model_path = 'dress_model.pkl'
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return f"❌ Upload failed: {response.status_code} - {response.text}"
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except Exception as e:
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# iface.launch()
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import gradio as gr
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import torch
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import numpy as np
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import io
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import warnings
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# Suppress deprecated torch warnings
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warnings.filterwarnings("ignore")
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# --- Load the pre-trained StyleGAN model ---
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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model_path = 'dress_model.pkl'
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return f"❌ Upload failed: {response.status_code} - {response.text}"
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except Exception as e:
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return f"⚠️ Error: {str(e)}"
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# --- Gradio UI ---
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with gr.Blocks(title="Style Mixing for Clothing Design") as iface:
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user_id_state = gr.State()
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@iface.load
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def on_load(request: gr.Request):
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user_id = request.query_params.get('user_id', '')
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return user_id
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gr.Markdown("## Style Mixing for Clothing Design\nUpload two projected clothing images and mix their styles.")
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with gr.Row():
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image1_input = gr.Image(label="First Clothing Image", type="filepath")
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image2_input = gr.Image(label="Second Clothing Image", type="filepath")
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mix_slider = gr.Slider(label="Style Mixing Strength (Layers 0 to N)", minimum=0, maximum=9, step=1, value=5)
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with gr.Row():
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output_image = gr.Image(label="Mixed Clothing Design")
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save_button = gr.Button("Download & Save to Database")
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image_buffer = gr.State()
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save_status = gr.Textbox(label="Save Status", interactive=False)
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def mix_and_store(image1, image2, mix_value):
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result_image, buffer = style_mixing_interface(image1, image2, mix_value)
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return result_image, buffer
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mix_slider.change(mix_and_store, inputs=[image1_input, image2_input, mix_slider], outputs=[output_image, image_buffer])
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save_button.click(send_to_backend, inputs=[image_buffer, user_id_state], outputs=[save_status])
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iface.launch()
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