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Update app.py
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app.py
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@@ -69,6 +69,7 @@
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# import gradio as gr
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# import subprocess
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# import os
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# return f"✅ Saved {filename}"
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# with gr.Blocks() as demo:
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# gr.Markdown("
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# generate_btn = gr.Button("✨ Generate New Designs")
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# image_components = []
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# save_buttons = []
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# outputs = []
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# with gr.
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# for
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# with gr.
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#
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#
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#
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#
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#
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#
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#
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# def update_gallery():
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# files = get_random_images()
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#
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#
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# demo.launch()
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import gradio as gr
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import subprocess
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import os
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from PIL import Image
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import shutil
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BASE_DIR = os.path.dirname(os.path.abspath(__file__))
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GEN_SCRIPT = os.path.join(BASE_DIR, "stylegan3", "gen_images.py")
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OUTPUT_DIR = os.path.join(BASE_DIR, "outputs")
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MODEL_PATH = os.path.join(BASE_DIR, "dress.pkl")
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os.makedirs(OUTPUT_DIR, exist_ok=True)
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os.makedirs(
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def generate_images():
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command = [
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"python",
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@@ -169,64 +185,71 @@ def generate_images():
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"--seeds=3-5,7,9,12-14,16-26,29,31,32,34,40,41",
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f"--network={MODEL_PATH}"
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]
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try:
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subprocess.run(command, check=True, capture_output=True, text=True)
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except subprocess.CalledProcessError as e:
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return f"Error generating images:\n{e.stderr}"
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def get_random_images():
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image_files = [f for f in os.listdir(OUTPUT_DIR) if f.endswith(".png")]
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if len(image_files) < 10:
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generate_images()
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image_files = [f for f in os.listdir(OUTPUT_DIR) if f.endswith(".png")]
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def save_image(image_path):
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filename = os.path.basename(image_path)
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dest = os.path.join(BASE_DIR, "saved_images", filename)
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shutil.copy(image_path, dest)
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return f"✅ Saved {filename}"
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with gr.Blocks() as demo:
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gr.Markdown("
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image_components = []
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file_paths = []
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save_buttons = []
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outputs = []
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with gr.Row():
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for row in range(2): # 2 rows
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with gr.Column():
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for col in range(5): # 5
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index = row * 5 + col
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with gr.Column():
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img = gr.Image()
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btn = gr.Button("💾 Save")
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out = gr.Textbox(visible=False)
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image_components.append(img)
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save_buttons.append(btn)
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outputs.append(out)
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def update_gallery():
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files = get_random_images()
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updates = []
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for i, path in enumerate(files):
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updates.append(path) # for img.update(value=...)
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updates.append(path) # for file_path.update(value=...)
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# Fill remaining slots if less than 10
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for i in range(10 - len(files)):
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updates.append(None)
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updates.append("")
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return updates
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generate_btn.click(fn=update_gallery, outputs=sum(zip(image_components, file_paths), ()))
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demo.launch()
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# import gradio as gr
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# import subprocess
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# import os
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# return f"✅ Saved {filename}"
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# with gr.Blocks() as demo:
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# gr.Markdown("## 👗 AI-Generated Clothing Designs")
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# generate_btn = gr.Button("✨ Generate New Designs")
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# image_components = []
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# file_paths = []
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# save_buttons = []
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# outputs = []
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# with gr.Row():
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# for row in range(2): # 2 rows
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# with gr.Column():
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# for col in range(5): # 5 images per row
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# index = row * 5 + col
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# with gr.Column():
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# img = gr.Image()
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# file_paths.append(gr.Textbox(visible=False)) # to pass file path
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# btn = gr.Button("💾 Save")
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# out = gr.Textbox(visible=False)
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# btn.click(fn=save_image, inputs=file_paths[index], outputs=out)
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# image_components.append(img)
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# save_buttons.append(btn)
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# outputs.append(out)
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# def update_gallery():
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# files = get_random_images()
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# updates = []
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# for i, path in enumerate(files):
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# updates.append(path) # for img.update(value=...)
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# updates.append(path) # for file_path.update(value=...)
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# # Fill remaining slots if less than 10
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# for i in range(10 - len(files)):
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# updates.append(None)
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# updates.append("")
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# return updates
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# generate_btn.click(fn=update_gallery, outputs=sum(zip(image_components, file_paths), ()))
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# demo.launch()
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import gradio as gr
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import subprocess
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import os
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from PIL import Image
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import shutil
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# === Setup Paths ===
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BASE_DIR = os.path.dirname(os.path.abspath(__file__))
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GEN_SCRIPT = os.path.join(BASE_DIR, "stylegan3", "gen_images.py")
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OUTPUT_DIR = os.path.join(BASE_DIR, "outputs")
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MODEL_PATH = os.path.join(BASE_DIR, "dress.pkl")
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SAVE_DIR = os.path.join(BASE_DIR, "saved_images")
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os.makedirs(OUTPUT_DIR, exist_ok=True)
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os.makedirs(SAVE_DIR, exist_ok=True)
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# === Image Generation Function ===
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def generate_images():
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command = [
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"python",
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"--seeds=3-5,7,9,12-14,16-26,29,31,32,34,40,41",
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f"--network={MODEL_PATH}"
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]
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try:
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subprocess.run(command, check=True, capture_output=True, text=True)
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except subprocess.CalledProcessError as e:
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return f"Error generating images:\n{e.stderr}"
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# === Select Random Images from Output Folder ===
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def get_random_images():
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image_files = [f for f in os.listdir(OUTPUT_DIR) if f.endswith(".png")]
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if len(image_files) < 10:
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generate_images()
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image_files = [f for f in os.listdir(OUTPUT_DIR) if f.endswith(".png")]
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random_images = random.sample(image_files, min(10, len(image_files)))
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image_paths = [os.path.join(OUTPUT_DIR, img) for img in random_images]
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return image_paths
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# === Save Image Function ===
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def save_image(img_path):
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try:
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filename = os.path.basename(img_path)
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dest_path = os.path.join(SAVE_DIR, filename)
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shutil.copy(img_path, dest_path)
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return f"Saved to: {dest_path}"
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except Exception as e:
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return f"Error saving image: {str(e)}"
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# === Gradio Interface ===
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with gr.Blocks() as demo:
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gr.Markdown("# 🎨 AI-Generated Clothing Designs - Dresses")
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generate_button = gr.Button("Generate New Designs")
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image_components = []
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save_buttons = []
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outputs = []
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file_paths = []
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with gr.Row():
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for row in range(2): # 2 rows
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with gr.Column():
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for col in range(5): # 5 columns
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index = row * 5 + col
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with gr.Column():
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img = gr.Image(width=200, height=200)
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image_components.append(img)
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file_path = gr.Textbox(visible=False)
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file_paths.append(file_path)
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save_btn = gr.Button("💾 Save")
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output = gr.Textbox(visible=False)
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outputs.append(output)
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save_btn.click(fn=save_image, inputs=file_path, outputs=output)
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save_buttons.append(save_btn)
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def generate_and_display_images():
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image_paths = get_random_images()
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return image_paths + image_paths # for setting file_paths and images
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generate_button.click(
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fn=generate_and_display_images,
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outputs=image_components + file_paths
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)
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if __name__ == "__main__":
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demo.launch()
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