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Browse files- app.py +187 -0
- requirements.txt +3 -0
app.py
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import gradio as gr
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import numpy as np
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from PIL import Image
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import io
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import base64
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def calculate_crop_box(image, target_ratio=1170/391):
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"""
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計算保持目標比例的最大裁切框
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"""
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width, height = image.size
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current_ratio = width / height
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if current_ratio > target_ratio:
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# 圖片較寬,需要裁切寬度
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new_width = int(height * target_ratio)
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left = (width - new_width) // 2
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top = 0
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right = left + new_width
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bottom = height
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else:
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# 圖片較高,需要裁切高度
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new_height = int(width / target_ratio)
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left = 0
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top = (height - new_height) // 2
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right = width
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bottom = top + new_height
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return (left, top, right, bottom)
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def process_image(image, crop_data=None):
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"""
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處理圖片:裁切並調整為目標尺寸
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"""
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if image is None:
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return None, "請上傳圖片"
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# 如果有裁切數據,使用用戶選擇的區域
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if crop_data is not None:
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# Gradio 的 Image 組件在編輯模式下會返回包含裁切信息的數據
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# 這裡我們處理裁切後的圖片
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processed_image = image
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else:
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# 如果沒有裁切數據,自動計算最佳裁切區域
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crop_box = calculate_crop_box(image)
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processed_image = image.crop(crop_box)
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# 調整為目標尺寸
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target_size = (1170, 391)
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final_image = processed_image.resize(target_size, Image.Resampling.LANCZOS)
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return final_image, f"圖片已處理完成!尺寸:{final_image.size}"
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def auto_crop_preview(image):
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"""
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自動裁切預覽
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"""
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if image is None:
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return None, "請上傳圖片"
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crop_box = calculate_crop_box(image)
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cropped = image.crop(crop_box)
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# 創建預覽圖片,顯示裁切區域
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preview = image.copy()
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from PIL import ImageDraw
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draw = ImageDraw.Draw(preview)
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# 繪製裁切框
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draw.rectangle(crop_box, outline="red", width=3)
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return preview, f"建議裁切區域:{crop_box}"
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# 創建 Gradio 界面
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with gr.Blocks(title="圖片裁切工具", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# 🖼️ 圖片裁切工具")
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gr.Markdown("### 將任意尺寸的圖片按 1170:391 比例裁切並調整為目標尺寸")
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with gr.Row():
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with gr.Column(scale=1):
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# 圖片上傳區域
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input_image = gr.Image(
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label="上傳圖片",
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type="pil",
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height=400
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)
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# 按鈕區域
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with gr.Row():
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preview_btn = gr.Button("🔍 預覽裁切區域", variant="secondary")
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process_btn = gr.Button("✂️ 裁切並處理", variant="primary")
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with gr.Column(scale=1):
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# 輸出區域
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output_image = gr.Image(
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label="處理後圖片",
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type="pil",
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height=400
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)
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# 狀態信息
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status_text = gr.Textbox(
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label="狀態",
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value="等待圖片上傳...",
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interactive=False
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)
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# 預覽功能
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with gr.Row():
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preview_image = gr.Image(
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label="裁切區域預覽(紅框顯示建議裁切區域)",
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type="pil",
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height=300,
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visible=False
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)
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# 進階設置
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with gr.Accordion("🔧 進階設置", open=False):
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gr.Markdown("### 目標尺寸設置")
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with gr.Row():
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target_width = gr.Number(
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label="目標寬度",
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value=1170,
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precision=0
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)
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target_height = gr.Number(
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label="目標高度",
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value=391,
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precision=0
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)
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quality_slider = gr.Slider(
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label="輸出品質",
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minimum=1,
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maximum=100,
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value=95,
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step=1
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)
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# 使用說明
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with gr.Accordion("📖 使用說明", open=False):
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gr.Markdown("""
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### 如何使用:
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1. **上傳圖片**:點擊上傳區域選擇您的圖片
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2. **預覽裁切**:點擊「預覽裁切區域」查看建議的裁切區域
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3. **手動編輯**:在上傳的圖片上直接拖拽選擇裁切區域
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4. **處理圖片**:點擊「裁切並處理」生成最終圖片
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5. **下載結果**:右鍵點擊處理後的圖片選擇「另存為」
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### 功能特色:
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- ✨ 自動計算最佳裁切比例
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- 🎯 支援手動選擇裁切區域
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- 📏 保持 1170:391 的精確比例
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- 🖼️ 高品質圖片輸出
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- 💾 簡單的下載流程
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""")
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# 事件綁定
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preview_btn.click(
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fn=auto_crop_preview,
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inputs=[input_image],
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outputs=[preview_image, status_text]
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).then(
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fn=lambda: gr.update(visible=True),
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outputs=[preview_image]
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)
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process_btn.click(
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fn=process_image,
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inputs=[input_image],
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outputs=[output_image, status_text]
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)
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# 當圖片上傳時自動更新狀態
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input_image.change(
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fn=lambda img: "圖片已上傳,可以開始處理!" if img is not None else "請上傳圖片",
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inputs=[input_image],
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outputs=[status_text]
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)
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# 啟動應用程式
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if __name__ == "__main__":
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=True
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)
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requirements.txt
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gradio>=4.0.0
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pillow>=9.0.0
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numpy>=1.21.0
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