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Update app.py
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app.py
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@@ -56,7 +56,6 @@
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# if __name__ == "__main__":
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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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@@ -70,7 +69,6 @@ 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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# Ensure output directory exists
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os.makedirs(OUTPUT_DIR, exist_ok=True)
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# === Image Generation Function ===
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@@ -83,52 +81,52 @@ 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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print("stdout:\n", result.stdout)
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print("stderr:\n", result.stderr)
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except subprocess.CalledProcessError as e:
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print("Image generation failed with error:")
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print(e.stderr)
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return f"Error generating images:\n{e.stderr}"
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# ===
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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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return
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# === Save Image Function ===
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def save_image(
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os.makedirs(
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images, filenames = get_random_images()
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save_buttons = [gr.Button("Save", elem_id=filename) for filename in filenames]
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return images, save_buttons, filenames
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def save_button_clicked(image_filename):
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return save_image(image_filename)
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with gr.Blocks() as demo:
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gr.Markdown("#
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generate_button.click(fn=generate_and_display, outputs=[output_gallery, generate_button])
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demo.launch()
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# if __name__ == "__main__":
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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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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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# === Image Generation Function ===
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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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# === Get 10 Random Images ===
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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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selected_files = random.sample(image_files, min(10, len(image_files)))
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return selected_files
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# === Save Image Function ===
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def save_image(filename):
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src_path = os.path.join(OUTPUT_DIR, filename)
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dest_dir = os.path.join(BASE_DIR, "saved_images")
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os.makedirs(dest_dir, exist_ok=True)
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dest_path = os.path.join(dest_dir, filename)
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shutil.copy(src_path, dest_path)
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return f"✅ Saved as {dest_path}"
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# === UI ===
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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_btn = gr.Button("✨ Generate New Designs")
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image_rows = gr.Column()
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def generate_ui():
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files = get_random_images()
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elements = []
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for f in files:
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img_path = os.path.join(OUTPUT_DIR, f)
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with gr.Row():
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image = gr.Image(img_path, label=f, show_label=False)
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save_btn = gr.Button("💾 Save This Image")
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# Use a closure to capture the filename
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save_btn.click(fn=save_image, inputs=gr.Textbox(value=f, visible=False), outputs=gr.Textbox())
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return
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generate_btn.click(fn=generate_ui, outputs=[])
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if __name__ == "__main__":
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demo.launch()
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