🐛 Fix: ensure DeepFashion2 model is downloaded before loading

app.py

@@ -88,23 +88,23 @@ with gr.Blocks() as demo:
 
     gr.Markdown("### Step 1: Headshot Refinement (LoRA)")
     with gr.Row():
-        prompt_1 = gr.Textbox(label="Headshot Prompt", value="a professional headshot of a confident woman in her 30s with blonde hair")
-        neg_1 = gr.Textbox(label="Headshot Negative Prompt", value="deformed, cartoon, anime, sketch, blurry, low quality")
+        prompt_1 = gr.Textbox(label="Headshot Prompt", value="a professional corporate headshot of a confident woman in her 30s with blow dried hair, natural smile, soft lighting, clean studio background, realistic photo, high detail, shallow depth of field")
+        neg_1 = gr.Textbox(label="Headshot Negative Prompt", value="cartoon, anime, painting, illustration, low quality, overexposed, distorted face, exaggerated features, blurry background")
     with gr.Row():
         strength_1 = gr.Slider(0.1, 1.0, value=0.2, step=0.05, label="Refinement Strength")
         guidance_1 = gr.Slider(1, 20, value=17, step=0.5, label="Guidance Scale (Headshot)")
 
     gr.Markdown("### Step 2: Background Inpainting (SDXL)")
     with gr.Row():
-        prompt_2 = gr.Textbox(label="Background Prompt", value="modern hospital background, clean, soft lighting")
-        neg_2 = gr.Textbox(label="Background Negative Prompt", value="fantasy, cartoon, cluttered, sketch")
+        prompt_2 = gr.Textbox(label="Background Prompt", value="modern startup office, open-plan layout, natural daylight, glass walls, minimalistic decor, desks with computers, warm soft lighting, realistic environment")
+        neg_2 = gr.Textbox(label="Background Negative Prompt", value="cluttered space, fantasy architecture, cartoon, low-res textures, empty background, distorted shapes, harsh shadowsh")
     with gr.Row():
         guidance_2 = gr.Slider(1, 20, value=10, step=0.5, label="Guidance Scale (Background)")
 
     gr.Markdown("### Step 3: Clothing Replacement")
     with gr.Row():
-        prompt_3 = gr.Textbox(label="Clothing Prompt", value="white female CEO professional blazer, clean look")
-        neg_3 = gr.Textbox(label="Clothing Negative Prompt", value="hoodie, casual wear, fantasy, cartoon, jeans, distorted, blurry")
+        prompt_3 = gr.Textbox(label="Clothing Prompt", value="tailored women's business suit, white blouse, blazer and pencil skirt, elegant corporate style, modern, professional lighting")
+        neg_3 = gr.Textbox(label="Clothing Negative Prompt", value="casual clothes, hoodie, jeans, fantasy outfit, cartoon, distorted textures, glitch, unrealistic proportions")
     with gr.Row():
         guidance_3 = gr.Slider(1, 20, value=17.0, step=0.5, label="Clothing Guidance Scale")