Create app-backup.py

app-backup.py

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+import gradio as gr
+import numpy as np
+import random
+import torch
+from diffusers import DiffusionPipeline
+import spaces
+
+# 기본 설정
+dtype = torch.bfloat16
+device = "cuda" if torch.cuda.is_available() else "cpu"
+
+# 모델 로드
+pipe = DiffusionPipeline.from_pretrained(
+    "black-forest-labs/FLUX.1-schnell",
+    torch_dtype=dtype
+).to(device)
+
+MAX_SEED = np.iinfo(np.int32).max
+MAX_IMAGE_SIZE = 2048
+
+# 제품 디자인 컨셉 예시
+EXAMPLES = [
+    {
+        "title": "Smart Coffee Machine",
+        "prompt": """A sleek industrial design concept for a coffee machine:
+        - Curved metallic body with minimal bezel
+        - Touchscreen panel for settings
+        - Modern matte black finish
+        - Hand-drawn concept sketch style""",
+        "width": 1024,
+        "height": 1024
+    },
+    {
+        "title": "AI Speaker",
+        "prompt": """A futuristic AI speaker concept:
+        - Cylindrical shape with LED ring near top
+        - Voice assistant concept, floating panel controls
+        - Smooth glossy finish with minimal seams
+        - Techy, modern look in grayscale""",
+        "width": 1024,
+        "height": 1024
+    },
+    {
+        "title": "Next-Gen Smartphone",
+        "prompt": """A wireframe-style concept for a bezel-less smartphone:
+        - Edge-to-edge display
+        - Integrated camera under screen
+        - Metallic frame, minimal ports
+        - Sleek, glossy black design""",
+        "width": 1024,
+        "height": 1024
+    },
+    {
+        "title": "Futuristic Electric Bicycle",
+        "prompt": """An industrial design sketch of an electric bike:
+        - Lightweight carbon frame, aerodynamic lines
+        - Integrated battery, sleek display on handlebars
+        - Neon color highlights on wheels
+        - High-tech vibe, minimal clutter""",
+        "width": 1024,
+        "height": 1024
+    },
+    {
+        "title": "Concept Car Interior",
+        "prompt": """A luxurious and futuristic car interior concept:
+        - Wrap-around digital dashboard
+        - Minimalistic steering control, seat controls on touchscreen
+        - Ambient LED accent lights
+        - Soft leather seats, bright accent stitching""",
+        "width": 1024,
+        "height": 1024
+    }
+]
+
+# Convert examples to Gradio format (if needed)
+GRADIO_EXAMPLES = [
+    [example["prompt"], example["width"], example["height"]]
+    for example in EXAMPLES
+]
+
+@spaces.GPU()
+def infer(prompt, seed=42, randomize_seed=False, width=1024, height=1024, num_inference_steps=4, progress=gr.Progress(track_tqdm=True)):
+    if randomize_seed:
+        seed = random.randint(0, MAX_SEED)
+    generator = torch.Generator().manual_seed(seed)
+    image = pipe(
+        prompt=prompt,
+        width=width,
+        height=height,
+        num_inference_steps=num_inference_steps,
+        generator=generator,
+        guidance_scale=0.0
+    ).images[0]
+    return image, seed
+
+# CSS 스타일 (기존 구조 유지)
+css = """
+.container {
+    display: flex;
+    flex-direction: row;
+    height: 100%;
+}
+.input-column {
+    flex: 1;
+    padding: 20px;
+    border-right: 2px solid #eee;
+    max-width: 800px;
+}
+.examples-column {
+    flex: 1;
+    padding: 20px;
+    overflow-y: auto;
+    background: #f7f7f7;
+}
+.title {
+    text-align: center;
+    color: #2a2a2a;
+    padding: 20px;
+    font-size: 2.5em;
+    font-weight: bold;
+    background: linear-gradient(90deg, #f0f0f0 0%, #ffffff 100%);
+    border-bottom: 3px solid #ddd;
+    margin-bottom: 30px;
+}
+.subtitle {
+    text-align: center;
+    color: #666;
+    margin-bottom: 30px;
+}
+.input-box {
+    background: white;
+    padding: 20px;
+    border-radius: 10px;
+    box-shadow: 0 2px 10px rgba(0,0,0,0.1);
+    margin-bottom: 20px;
+    width: 100%;
+}
+.input-box textarea {
+    width: 100% !important;
+    min-width: 600px !important;
+    font-size: 14px !important;
+    line-height: 1.5 !important;
+    padding: 12px !important;
+}
+.example-card {
+    background: white;
+    padding: 15px;
+    margin: 10px 0;
+    border-radius: 8px;
+    box-shadow: 0 2px 5px rgba(0,0,0,0.05);
+}
+.example-title {
+    font-weight: bold;
+    color: #2a2a2a;
+    margin-bottom: 10px;
+}
+.contain {
+    max-width: 1400px !important;
+    margin: 0 auto !important;
+}
+.input-area {
+    flex: 2 !important;
+}
+.examples-area {
+    flex: 1 !important;
+}
+"""
+
+with gr.Blocks(css=css) as demo:
+    gr.Markdown(
+        """
+        <div class="title">GINI Design</div>
+        <div class="subtitle">Generate sleek industrial/product design concepts with FLUX AI</div>
+        """)
+
+    with gr.Row(equal_height=True):
+        # 왼쪽 입력 컬럼
+        with gr.Column(elem_id="input-column", scale=2):
+            with gr.Group(elem_classes="input-box"):
+                prompt = gr.Text(
+                    label="Design Prompt",
+                    placeholder="Enter your product design concept details...",
+                    lines=10,
+                    elem_classes="prompt-input"
+                )
+                run_button = gr.Button("Generate Design", variant="primary")
+                result = gr.Image(label="Generated Design")
+            
+            with gr.Accordion("Advanced Settings", open=False):
+                seed = gr.Slider(
+                    label="Seed",
+                    minimum=0,
+                    maximum=MAX_SEED,
+                    step=1,
+                    value=0,
+                )
+                randomize_seed = gr.Checkbox(label="Randomize seed", value=True)
+                
+                with gr.Row():
+                    width = gr.Slider(
+                        label="Width",
+                        minimum=256,
+                        maximum=MAX_IMAGE_SIZE,
+                        step=32,
+                        value=1024,
+                    )
+                    height = gr.Slider(
+                        label="Height",
+                        minimum=256,
+                        maximum=MAX_IMAGE_SIZE,
+                        step=32,
+                        value=1024,
+                    )
+                
+                num_inference_steps = gr.Slider(
+                    label="Number of inference steps",
+                    minimum=1,
+                    maximum=50,
+                    step=1,
+                    value=4,
+                )
+        
+        # 오른쪽 예제 컬럼
+        with gr.Column(elem_id="examples-column", scale=1):
+            gr.Markdown("### Example Product Designs")
+            for example in EXAMPLES:
+                with gr.Group(elem_classes="example-card"):
+                    gr.Markdown(f"#### {example['title']}")
+                    gr.Markdown(f"```\n{example['prompt']}\n```")
+                    
+                    def create_example_handler(ex):
+                        def handler():
+                            return {
+                                prompt: ex["prompt"],
+                                width: ex["width"],
+                                height: ex["height"]
+                            }
+                        return handler
+                    
+                    gr.Button("Use This Example", size="sm").click(
+                        fn=create_example_handler(example),
+                        outputs=[prompt, width, height]
+                    )
+
+    # 이벤트 바인딩 (버튼 클릭 & 텍스트박스 엔터)
+    gr.on(
+        triggers=[run_button.click, prompt.submit],
+        fn=infer,
+        inputs=[prompt, seed, randomize_seed, width, height, num_inference_steps],
+        outputs=[result, seed]
+    )
+
+if __name__ == "__main__":
+    demo.queue()
+    demo.launch(
+        server_name="0.0.0.0",
+        server_port=7860,
+        share=False,
+        show_error=True,
+        debug=True
+    )