app.py

app.py

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+import os
+import random
+import gradio as gr
+import torch
+
+# Hızlı indirme için Hugging Face ayarı
+os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1"
+
+# Model ayarları
+model_id = "stabilityai/sd-turbo"
+device = "cuda" if torch.cuda.is_available() else "cpu"
+pipe = None  # Lazy load
+
+styles = [
+    "punk fashion portrait, neon jacket, futuristic hairstyle, urban background",
+    "futuristic metallic outfit, cyberpunk city, glowing textures, sci-fi theme",
+    "vintage 80s fashion, colorful retro lighting, analog grain effect",
+    "haute couture studio photoshoot, elegant lighting, fashion magazine",
+    "streetwear outfit, graffiti wall, baggy hoodie, bold pose",
+    "anime inspired outfit, colorful clothing, expressive character art",
+    "fantasy armor, cinematic lighting, ethereal atmosphere",
+    "minimalist pastel outfit, soft background, calm mood"
+]
+
+# Modeli yalnızca ilk çağrıda yükle
+def load_model():
+    global pipe
+    if pipe is None:
+        from diffusers import StableDiffusionPipeline
+        pipe = StableDiffusionPipeline.from_pretrained(
+            model_id,
+            torch_dtype=torch.float16 if device == "cuda" else torch.float32
+        ).to(device)
+    return pipe
+
+def restyle(image, custom_prompt=None):
+    pipe = load_model()
+    chosen_style = custom_prompt.strip() if custom_prompt else random.choice(styles)
+    prompt = f"A portrait of the same person wearing {chosen_style}, ultra realistic, detailed face, professional studio lighting"
+    result = pipe(prompt=prompt, image=image, guidance_scale=1.5).images[0]
+    return result, f"Kullanılan Stil: {chosen_style}"
+
+# --- Gradio Arayüzü ---
+with gr.Blocks(theme=gr.themes.Monochrome(), css="""
+#title {text-align:center; font-size:2em; font-weight:bold; margin-bottom:10px;}
+#desc {text-align:center; font-size:1.1em; color:#cccccc; margin-bottom:25px;}
+footer {visibility:hidden}
+""") as demo:
+    
+    gr.HTML("<div id='title'>🧥 AI Stylist - Turbo Sürüm ⚡</div>")
+    gr.HTML("<div id='desc'>Yapay zeka senin fotoğrafına rastgele bir moda stili uygulasın.<br>GPU varsa 5 saniyede, yoksa biraz sabır 🙂</div>")
+
+    with gr.Row():
+        with gr.Column(scale=1):
+            img_input = gr.Image(type="pil", label="📸 Fotoğrafını Yükle")
+            txt_style = gr.Textbox(label="🪄 Özel Stil (boş bırak = rastgele)")
+            btn_generate = gr.Button("🎲 Stil Üret / Yeniden Oluştur")
+        with gr.Column(scale=1):
+            img_output = gr.Image(label="🧢 Yeni Stil")
+            txt_output = gr.Textbox(label="Stil Bilgisi", interactive=False)
+
+    btn_generate.click(fn=restyle, inputs=[img_input, txt_style], outputs=[img_output, txt_output])
+
+    gr.HTML("<div style='text-align:center; color:#888; margin-top:20px;'>✨ Katake tarafından geliştirildi · AI Stylist Turbo Sürüm</div>")
+
+demo.launch()