Delete app.py
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app.py
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# Copyright 2025 lishiyan
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import gradio as gr
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import requests
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import json
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import os
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import base64
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import tempfile
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from urllib.parse import urlparse
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from datetime import datetime
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from PIL import Image
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import io
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# API配置
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API_KEY = "ns19uq2DpPZ9fuaZunfFmodmmdGrh4Erqz7G9ykeosOrPrzoZ0sVwQdeX4Mx0VWG"
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API_URL = "https://api-staging.zhipuai-infra.cn/v1/images/edits"
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def get_image_base64(image_path):
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"""将本地图片文件转换为 base64 字符串"""
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try:
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with open(image_path, 'rb') as image_file:
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image_data = image_file.read()
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base64_str = base64.b64encode(image_data).decode('utf-8')
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return base64_str
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except Exception as e:
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print(f"转换图片为 base64 时出错: {e}")
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return None
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def pil_to_base64(pil_image):
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"""将PIL图像转换为base64字符串"""
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try:
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# 转换为RGB模式(如果需要)
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if pil_image.mode != 'RGB':
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pil_image = pil_image.convert('RGB')
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# 保存到内存中的字节流
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buffer = io.BytesIO()
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pil_image.save(buffer, format='PNG')
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buffer.seek(0)
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# 转换为base64
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image_data = buffer.getvalue()
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base64_str = base64.b64encode(image_data).decode('utf-8')
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return base64_str
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except Exception as e:
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print(f"转换PIL图像为 base64 时出错: {e}")
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return None
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def resize_image_to_ratio(pil_image, target_ratio):
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"""调整PIL图片到指定比例"""
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try:
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# 解析目标比例
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ratio_parts = target_ratio.split(':')
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if len(ratio_parts) != 2:
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return None
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target_width_ratio = float(ratio_parts[0])
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target_height_ratio = float(ratio_parts[1])
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target_aspect_ratio = target_width_ratio / target_height_ratio
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original_width, original_height = pil_image.size
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original_aspect_ratio = original_width / original_height
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# 如果比例已经匹配,直接返回原图
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if abs(original_aspect_ratio - target_aspect_ratio) < 0.01:
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return pil_image
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# 计算新的尺寸
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if target_aspect_ratio > original_aspect_ratio:
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# 目标比例更宽,以宽度为准
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new_width = original_width
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new_height = int(original_width / target_aspect_ratio)
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else:
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# 目标比例更高,以高度为准
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new_height = original_height
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new_width = int(original_height * target_aspect_ratio)
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# 调整图片尺寸
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resized_img = pil_image.resize((new_width, new_height), Image.Resampling.LANCZOS)
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return resized_img
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except Exception as e:
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print(f"调整图片比例时出错: {e}")
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return None
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def get_template_image(target_ratio):
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"""根据比例获取模板图片"""
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# 本地input目录路径
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input_dir = "image_editor/input"
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# 预定义的比例映射到不同的图片文件
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ratio_mapping = {
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"1:1": "1-1.png",
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"16:9": "16-9.png",
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"9:16": "9-16.png",
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"3:4": "3-4.png",
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"4:3": "4-3.png"
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}
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if target_ratio in ratio_mapping:
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image_path = os.path.join(input_dir, ratio_mapping[target_ratio])
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if os.path.exists(image_path):
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try:
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return Image.open(image_path)
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except Exception as e:
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print(f"打开模板图片失败: {e}")
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return None
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# 如果没有找到对应的模板,返回默认的1:1图片
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default_path = os.path.join(input_dir, ratio_mapping["1:1"])
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if os.path.exists(default_path):
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try:
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return Image.open(default_path)
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except Exception as e:
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print(f"打开默认模板图片失败: {e}")
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return None
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return None
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def edit_image_with_zhipu_api(prompt, image_base64):
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"""使用智谱AI图像编辑API编辑图片"""
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headers = {
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'Authorization': f'Bearer {API_KEY}',
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'Accept': 'application/json',
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'Content-Type': 'application/json'
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}
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data = {
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"model": "toc-qwen-image-edit-stage",
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"prompt": prompt,
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"image_url": image_base64
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}
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try:
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response = requests.post(API_URL, headers=headers, json=data)
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response.raise_for_status()
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return response.json()
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except requests.exceptions.RequestException as e:
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print(f"请求错误: {e}")
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return None
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except json.JSONDecodeError as e:
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print(f"JSON解析错误: {e}")
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return None
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def download_image_from_url(image_url):
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"""从URL下载图片并返回PIL图像"""
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try:
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response = requests.get(image_url, stream=True)
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response.raise_for_status()
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# 将响应内容转换为PIL图像
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image_data = response.content
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pil_image = Image.open(io.BytesIO(image_data))
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return pil_image
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except Exception as e:
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print(f"下载图片时出错: {e}")
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return None
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def save_image_to_output(pil_image, prefix="edited"):
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"""保存PIL图像到output目录"""
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try:
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# 创建输出目录
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output_dir = "output"
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if not os.path.exists(output_dir):
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os.makedirs(output_dir)
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# 生成文件名
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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filename = f"{prefix}_{timestamp}.png"
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save_path = os.path.join(output_dir, filename)
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# 保存图片
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pil_image.save(save_path, 'PNG')
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print(f"图片已保存到: {save_path}")
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return save_path
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except Exception as e:
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print(f"保存图片时出错: {e}")
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return None
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def img2img_edit(input_image, prompt, target_ratio, resize_option):
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"""图生图功能"""
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if input_image is None:
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return None, "请上传一张图片"
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if not prompt.strip():
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return None, "请输入编辑提示词"
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try:
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# 处理图片
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processed_image = input_image
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# 根据用户选择调整图片比例
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if resize_option == "调整到指定比例" and target_ratio != "保持原比例":
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processed_image = resize_image_to_ratio(input_image, target_ratio)
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if processed_image is None:
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return None, "图片比例调整失败"
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# 转换为base64
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image_base64 = pil_to_base64(processed_image)
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if not image_base64:
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return None, "图片转换失败"
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# 调用API
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result = edit_image_with_zhipu_api(prompt, image_base64)
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if result and 'data' in result and len(result['data']) > 0:
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# 获取第一张编辑后的图片
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if 'url' in result['data'][0]:
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edited_image_url = result['data'][0]['url']
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edited_image = download_image_from_url(edited_image_url)
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if edited_image:
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# 保存到本地
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save_image_to_output(edited_image, "img2img")
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return edited_image, "图片编辑成功!"
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else:
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return None, "下载编辑后的图片失败"
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else:
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return None, "API响应中没有找到图片URL"
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else:
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return None, "API调用失败或返回结果为空"
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except Exception as e:
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return None, f"处理过程中出错: {str(e)}"
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def text2img_edit(prompt, target_ratio):
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"""文本到图像编辑功能(基于模板)"""
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if not prompt.strip():
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return None, "请输入编辑提示词"
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try:
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# 获取模板图片
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template_image = get_template_image(target_ratio)
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if template_image is None:
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return None, f"无法获取比例为 {target_ratio} 的模板图片"
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# 转换为base64
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image_base64 = pil_to_base64(template_image)
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if not image_base64:
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return None, "模板图片转换失败"
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# 调用API
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result = edit_image_with_zhipu_api(prompt, image_base64)
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if result and 'data' in result and len(result['data']) > 0:
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# 获取第一张编辑后的图片
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if 'url' in result['data'][0]:
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edited_image_url = result['data'][0]['url']
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edited_image = download_image_from_url(edited_image_url)
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if edited_image:
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# 保存到本地
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save_image_to_output(edited_image, f"text2img_{target_ratio.replace(':', '-')}")
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return edited_image, f"基于 {target_ratio} 模板的图片编辑成功!"
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else:
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return None, "下载编辑后的图片失败"
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else:
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return None, "API响应中没有找到图片URL"
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else:
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return None, "API调用失败或返回结果为空"
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except Exception as e:
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return None, f"处理过程中出错: {str(e)}"
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# 创建Gradio界面
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def create_interface():
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with gr.Blocks(title="智谱AI图像编辑工具", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# 🎨 智谱AI图像编辑工具")
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gr.Markdown("基于智谱AI的图像编辑功能,支持图生图��基于模板的文本到图像编辑")
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with gr.Tabs():
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# 图生图选项卡
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with gr.TabItem("📸 图生图"):
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gr.Markdown("### 上传图片并根据提示词进行编辑")
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with gr.Row():
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with gr.Column():
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img2img_input = gr.Image(
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label="上传图片",
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type="pil",
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height=400
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)
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img2img_prompt = gr.Textbox(
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label="编辑提示词",
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placeholder="描述你想要的编辑效果,例如:将背景改为海滩",
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lines=3
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)
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with gr.Row():
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img2img_resize = gr.Radio(
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choices=["保持原比例", "调整到指定比例"],
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value="保持原比例",
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label="比例选项"
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)
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img2img_ratio = gr.Dropdown(
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choices=["1:1", "16:9", "9:16", "4:3", "3:4"],
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value="1:1",
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label="目标比例",
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visible=False
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)
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img2img_btn = gr.Button("🎨 开始编辑", variant="primary", size="lg")
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with gr.Column():
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img2img_output = gr.Image(label="编辑结果", height=400)
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img2img_status = gr.Textbox(label="状态信息", interactive=False)
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# 显示/隐藏比例选择
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def toggle_ratio_visibility(resize_option):
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return gr.update(visible=(resize_option == "调整到指定比例"))
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img2img_resize.change(
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toggle_ratio_visibility,
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inputs=[img2img_resize],
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outputs=[img2img_ratio]
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)
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# 绑定编辑功能
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img2img_btn.click(
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img2img_edit,
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inputs=[img2img_input, img2img_prompt, img2img_ratio, img2img_resize],
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outputs=[img2img_output, img2img_status]
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)
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# 文本到图像编辑选项卡
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with gr.TabItem("📝 文生图"):
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gr.Markdown("### 基于预设模板图片进行编辑")
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with gr.Row():
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with gr.Column():
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text2img_prompt = gr.Textbox(
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label="编辑提示词",
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placeholder="描述你想要生成的图像,例如:一只可爱的小猫在花园里",
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lines=4
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)
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text2img_ratio = gr.Dropdown(
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choices=["1:1", "16:9", "9:16", "4:3", "3:4"],
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value="1:1",
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label="选择模板比例"
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)
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text2img_btn = gr.Button("🎨 开始编辑", variant="primary", size="lg")
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with gr.Column():
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text2img_output = gr.Image(label="编辑结果", height=400)
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text2img_status = gr.Textbox(label="状态信息", interactive=False)
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| 361 |
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# 绑定编辑功能
|
| 362 |
-
text2img_btn.click(
|
| 363 |
-
text2img_edit,
|
| 364 |
-
inputs=[text2img_prompt, text2img_ratio],
|
| 365 |
-
outputs=[text2img_output, text2img_status]
|
| 366 |
-
)
|
| 367 |
-
|
| 368 |
-
# 添加说明信息
|
| 369 |
-
with gr.Accordion("📋 使用说明", open=False):
|
| 370 |
-
gr.Markdown("""
|
| 371 |
-
### 功能说明:
|
| 372 |
-
|
| 373 |
-
**图生图:**
|
| 374 |
-
- 上传任意图片
|
| 375 |
-
- 输入编辑提示词描述想要的效果
|
| 376 |
-
- 可选择保持原比例或调整到指定比例
|
| 377 |
-
- 支持的比例:1:1(正方形)、16:9(宽屏)、9:16(竖屏)、4:3(传统)、3:4(竖版传统)
|
| 378 |
-
|
| 379 |
-
**文生图:**
|
| 380 |
-
- 基于预设的不同比例模板图片进行编辑
|
| 381 |
-
- 输入提示词描述想要生成的内容
|
| 382 |
-
- 选择合适的输出比例
|
| 383 |
-
|
| 384 |
-
### 注意事项:
|
| 385 |
-
- 编辑后的图片会自动保存到 `output` 目录
|
| 386 |
-
- 请确保提示词描述清晰具体
|
| 387 |
-
- API调用可能需要一些时间,请耐心等待
|
| 388 |
-
""")
|
| 389 |
-
|
| 390 |
-
return demo
|
| 391 |
-
|
| 392 |
-
if __name__ == "__main__":
|
| 393 |
-
# 创建并启动界面
|
| 394 |
-
demo = create_interface()
|
| 395 |
-
demo.launch(
|
| 396 |
-
server_name="0.0.0.0",
|
| 397 |
-
server_port=7861,
|
| 398 |
-
share=False,
|
| 399 |
-
show_error=True
|
| 400 |
-
)
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