Update app.py
Browse files
app.py
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import os
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import cv2
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import numpy as np
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import gradio as gr
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import zipfile
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import gc
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# ✅ Hugging Face Spaces Docker 可寫目錄
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BASE_DIR = "/tmp/myapp"
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FG_DIR = os.path.join(BASE_DIR, "foregrounds")
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OUTPUT_DIR = os.path.join(BASE_DIR, "output")
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ZIP_PATH = os.path.join(BASE_DIR, "results.zip")
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#
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TARGET_WIDTH, TARGET_HEIGHT = 2133, 1200
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POS1 = (1032, 0)
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POS2 = (4666, 0)
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def check_write_permission(path):
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os.
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check_write_permission(FG_DIR)
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check_write_permission(OUTPUT_DIR)
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def overlay_image(bg, fg, x, y):
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h, w = fg.shape[:2]
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bh, bw = bg.shape[:2]
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if x + w > bw or y + h > bh:
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raise ValueError(f"前景圖超出背景邊界:({x},{y},{w},{h}) > 背景({bw},{bh})")
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if fg.shape[2] == 4:
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alpha = fg[:, :, 3:] / 255.0
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bg[y:y+h, x:x+w] = alpha * fg[:, :, :3] + (1 - alpha) * bg[y:y+h, x:x+w]
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@@ -38,20 +42,7 @@ def overlay_image(bg, fg, x, y):
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bg[y:y+h, x:x+w] = fg[:, :, :3]
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return bg
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with open(pdf_file.name, "rb") as f:
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images = convert_from_bytes(f.read(), fmt="jpeg", size=(TARGET_WIDTH, TARGET_HEIGHT))
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fg_arrays = []
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for img in images:
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np_img = np.array(img.convert("RGB"))
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fg = cv2.cvtColor(np_img, cv2.COLOR_RGB2BGR)
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fg = cv2.resize(fg, (TARGET_WIDTH, TARGET_HEIGHT))
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fg = fg.astype(np.uint8)
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fg = np.dstack([fg, np.ones((TARGET_HEIGHT, TARGET_WIDTH), dtype=np.uint8)*255]) # fake alpha
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fg_arrays.append(fg)
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return fg_arrays
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def zip_output_files():
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with zipfile.ZipFile(ZIP_PATH, "w", zipfile.ZIP_DEFLATED) as zipf:
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for file in sorted(os.listdir(OUTPUT_DIR)):
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@@ -59,63 +50,65 @@ def zip_output_files():
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zipf.write(os.path.join(OUTPUT_DIR, file), arcname=file)
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return ZIP_PATH
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try:
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progress = gr.Progress()
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progress(0, desc="準備中...")
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bg = cv2.imread(BG_PATH)
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if bg is None:
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raise gr.Error("無法讀取背景圖(請確認 background.jpg 是否存在)")
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for f in os.listdir(OUTPUT_DIR):
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if f.endswith(".jpg"):
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os.remove(os.path.join(OUTPUT_DIR, f))
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with open(file.name, 'rb') as f:
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data = np.frombuffer(f.read(), np.uint8)
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fg = cv2.imdecode(data, cv2.IMREAD_UNCHANGED)
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if fg is None:
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continue
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fg = cv2.resize(fg, (TARGET_WIDTH, TARGET_HEIGHT))
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if fg.shape[2] == 3:
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fg = np.dstack([fg, np.ones((TARGET_HEIGHT, TARGET_WIDTH), dtype=np.uint8)*255])
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fg_images.append(fg)
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return [], None, "請上傳 PDF 或 圖片"
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progress(i / len(fg_images), f"處理第 {i} 張圖...")
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result = overlay_image(bg.copy(), fg, *POS1)
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result = overlay_image(result, fg, *POS2)
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out_path = os.path.join(OUTPUT_DIR, f"result_{i:03d}.jpg")
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cv2.imwrite(out_path, result)
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results.append(out_path)
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zip_file = zip_output_files()
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return results, zip_file, f"成功處理 {len(results)} 張圖片"
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except Exception as e:
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raise gr.Error(f"處理出錯:{str(e)}")
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# Gradio
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with gr.Blocks() as demo:
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gr.Markdown("## 🖼️
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fg_upload = gr.Files(label="上傳前景圖(JPG 或 PNG)", file_types=[".jpg", ".png"])
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pdf_upload = gr.File(label="或上傳 PDF(每頁轉圖片)", file_types=[".pdf"])
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btn_run = gr.Button("開始合成", variant="primary")
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with gr.Row():
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@@ -124,8 +117,8 @@ with gr.Blocks() as demo:
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log_output = gr.Textbox(label="日誌", interactive=False)
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btn_run.click(
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fn=
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inputs=
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outputs=[gallery, zip_download, log_output],
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concurrency_limit=4
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)
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import cv2
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import numpy as np
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import os
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import gradio as gr
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import gc
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import zipfile
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# 常量設定
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MAX_FILES = 250
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BG_PATH = "background.jpg" # 預設背景圖,請自行放置
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FG_DIR = "foregrounds"
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OUTPUT_DIR = "output"
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ZIP_PATH = "output/results.zip"
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TARGET_WIDTH, TARGET_HEIGHT = 2133, 1200
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POS1 = (1032, 0)
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POS2 = (4666, 0)
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# 初始化資料夾與權限檢查
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def check_write_permission(path):
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if not os.path.exists(path):
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try:
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os.makedirs(path)
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except Exception as e:
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raise RuntimeError(f"❌ 無法建立目錄 '{path}':{e}")
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elif not os.access(path, os.W_OK):
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raise RuntimeError(f"❌ 目錄 '{path}' 存在,但沒有寫入權限!")
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check_write_permission(FG_DIR)
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check_write_permission(OUTPUT_DIR)
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# 合成圖片
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def overlay_image(bg, fg, x, y):
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h, w = fg.shape[:2]
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bh, bw = bg.shape[:2]
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if x + w > bw or y + h > bh:
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raise ValueError(f"前景圖超出背景邊界:({x},{y},{w},{h}) > 背景({bw},{bh})")
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if fg.shape[2] == 4:
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alpha = fg[:, :, 3:] / 255.0
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bg[y:y+h, x:x+w] = alpha * fg[:, :, :3] + (1 - alpha) * bg[y:y+h, x:x+w]
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bg[y:y+h, x:x+w] = fg[:, :, :3]
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return bg
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# 壓縮成 zip
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def zip_output_files():
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with zipfile.ZipFile(ZIP_PATH, "w", zipfile.ZIP_DEFLATED) as zipf:
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for file in sorted(os.listdir(OUTPUT_DIR)):
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zipf.write(os.path.join(OUTPUT_DIR, file), arcname=file)
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return ZIP_PATH
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# 處理合成流程
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def process_images(fg_files):
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try:
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progress = gr.Progress()
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progress(0, desc="準備中...")
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if len(fg_files) == 0:
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return [], None, "請至少上傳一張前景圖"
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if len(fg_files) > MAX_FILES:
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raise gr.Error(f"最多支援 {MAX_FILES} 張圖片")
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bg = cv2.imread(BG_PATH)
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if bg is None:
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raise gr.Error("無法讀取背景圖(請確認 background.jpg 是否存在)")
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# 清除舊結果
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for f in os.listdir(OUTPUT_DIR):
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if f.endswith(".jpg"):
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os.remove(os.path.join(OUTPUT_DIR, f))
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results = []
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for i, fg_file in enumerate(fg_files, 1):
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progress(i / len(fg_files), f"合成第 {i} 張圖...")
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try:
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with open(fg_file.name, 'rb') as f:
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fg_data = np.frombuffer(f.read(), np.uint8)
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fg = cv2.imdecode(fg_data, cv2.IMREAD_UNCHANGED)
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if fg is None:
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continue
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fg = cv2.resize(fg, (TARGET_WIDTH, TARGET_HEIGHT), interpolation=cv2.INTER_AREA)
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result = overlay_image(bg.copy(), fg, *POS1)
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result = overlay_image(result, fg, *POS2)
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output_path = f"{OUTPUT_DIR}/result_{i:03d}.jpg"
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cv2.imwrite(output_path, result)
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results.append((output_path, f"Result {i:03d}"))
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if i % 10 == 0:
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gc.collect()
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except Exception as e:
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print(f"處理 {fg_file.name} 失敗: {str(e)}")
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continue
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progress(1, "完成!")
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zip_file = zip_output_files()
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return results, zip_file, f"成功處理 {len(results)}/{len(fg_files)} 張圖片,已打包為 ZIP 可下載"
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except Exception as e:
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raise gr.Error(f"處理出錯:{str(e)}")
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# Gradio 介面
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with gr.Blocks() as demo:
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gr.Markdown("## 🖼️ 寬幅圖片合成工具(背景固定為 7872x1200)")
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fg_upload = gr.Files(label="上傳前景圖(JPG 或 PNG,自動套用背景)", file_types=[".jpg", ".png"])
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btn_run = gr.Button("開始合成", variant="primary")
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with gr.Row():
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log_output = gr.Textbox(label="日誌", interactive=False)
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btn_run.click(
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fn=process_images,
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inputs=fg_upload,
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outputs=[gallery, zip_download, log_output],
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concurrency_limit=4
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)
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