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Create app.py

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  1. app.py +48 -0
app.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ import torch
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+ from diffusers import StableDiffusionPipeline
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+
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+ # cartoon 캐리커쳐 특화 모델(대표 예, 바꿔도 됨)
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+ SD_MODEL_ID = "Fictiverse/Stable-Diffusion-Comic"
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+ DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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+
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+ pipe = StableDiffusionPipeline.from_pretrained(
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+ SD_MODEL_ID,
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+ torch_dtype=torch.float16 if DEVICE=="cuda" else torch.float32
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+ ).to(DEVICE)
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+ pipe.safety_checker = None
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+
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+ def to_cartoon(image):
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+ prompt = "caricature, cartoon, highly detailed, cute, colorful, big head, digital illustration, clean background, outline"
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+ # img2img 방식: strength(변화 세기) 조절
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+ cartoon = pipe(prompt=prompt, image=image, strength=0.7, num_inference_steps=20).images[0]
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+ return cartoon
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+
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+ with gr.Blocks(css="""
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+ body { background: linear-gradient(135deg, #fceabb 0%, #f8b500 100%);}
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+ .gradio-container { background-color: #fffde7 !important;}
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+ .gr-button { background: #a7ffeb; border-radius: 18px; }
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+ #preview-img img { border-radius: 28px; border: 3px solid #ffc107; box-shadow:0 8px 32px #ffa00044;}
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+ """) as app:
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+ gr.Markdown("""
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+ <div style="text-align:center;font-size:2em;margin-bottom:1em;">🎨 <b>카메라 캐리커쳐 앱</b> 🖨️</div>
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+ """)
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+ with gr.Row():
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+ # 카메라/앨범 업로드 모두 허용
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+ inp = gr.Image(sources=["upload", "camera"], label="사진을 찍거나 선택하세요", type="pil", height=270)
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+ btn = gr.Button("👉 캐리커쳐 만들기!", elem_id="make-btn", variant="primary")
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+ out = gr.Image(label="캐리커쳐 미리보기", elem_id="preview-img", height=320)
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+ btn.click(to_cartoon, inputs=inp, outputs=out)
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+
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+ gr.Markdown("""
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+ <div style="text-align:center;margin-top:1em; background:#fffbea; border-radius:16px;line-height:1.7em;">
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+ <b>💡 사용법 & 인쇄 안내</b><br>
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+ <ul style="text-align:left;margin-left:2em;">
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+ <li>카메라 촬영 또는 파일 선택 후 [👉 캐리커쳐 만들기!] 클릭</li>
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+ <li>미리보기 이미지를 길게 누르거나 우클릭해 저장 또는 인쇄(Ctrl+P)!</li>
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+ </ul>
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+ </div>
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+ """)
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+
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+ app.launch()