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egg-api.js

@@ -0,0 +1,133 @@
+import express from 'express';
+import fs from 'fs';
+import path from 'path';
+import cv from 'opencv4nodejs';
+import Jimp from 'jimp';
+import axios from 'axios';
+import sharp from 'sharp';
+
+const app = express();
+const port = 3000;
+const outputDir = './output';
+
+// 确保输出目录存在
+if (!fs.existsSync(outputDir)){
+    fs.mkdirSync(outputDir);
+}
+// 从文件夹加载所有分类器
+async function loadClassifiersFromFolder(folderPath) {
+  const classifiers = [];
+  const files = fs.readdirSync(folderPath);
+  for (const file of files) {
+    const filePath = path.join(folderPath, file);
+    const classifier = new cv.CascadeClassifier(filePath);
+    classifiers.push(classifier);
+  }
+  return classifiers;
+}
+
+
+async function downloadAndConvertImage(url, dest) {
+  try {
+    const response = await axios({
+      method: 'get',
+      url: url,
+      responseType: 'arraybuffer'
+    });
+
+    await sharp(response.data)
+      .toFormat('jpeg')
+      .toFile(dest);
+
+    console.log('Image downloaded and converted successfully.');
+  } catch (error) {
+    console.error('Error downloading or converting image:', error);
+    throw error;
+  }
+}
+
+// 图像处理函数
+async function processImage(inputImagePath, outputImagePath, classifiersFolder, replacementImagePath) {
+  try {
+    const classifiers = await loadClassifiersFromFolder(classifiersFolder);
+    
+    if (!fs.existsSync(inputImagePath)) {
+      throw new Error(`Input image not found at ${inputImagePath}`);
+    }
+
+    // 使用 Jimp 验证图片文件是否有效
+    const jimpImage = await Jimp.read(inputImagePath);
+    if (!jimpImage) {
+      throw new Error('Failed to read the image with Jimp. The image file might be corrupted or not supported.');
+    }
+
+    const img = cv.imread(inputImagePath);
+    if (img.empty) {
+      throw new Error('Failed to read the image with OpenCV. The image file might be corrupted or not supported.');
+    }
+
+    const grayImg = img.bgrToGray();
+    const allFaces = [];
+    classifiers.forEach(classifier => {
+      const faces = classifier.detectMultiScale(grayImg).objects;
+      allFaces.push(...faces);
+    });
+    
+
+    
+    const replacementFace = await Jimp.read(replacementImagePath);
+    allFaces.forEach((faceRect, i) => {
+      const resizedReplacementFace = replacementFace.resize(faceRect.width, faceRect.height);
+      const faceRegion = img.getRegion(faceRect);
+      const replacementBuffer = resizedReplacementFace.bitmap.data;
+      for (let y = 0; y < faceRect.height; y++) {
+        for (let x = 0; x < faceRect.width; x++) {
+          const idx = (y * faceRect.width + x) << 2;
+          const [r, g, b, a] = replacementBuffer.slice(idx, idx + 4);
+          if (a > 0) {
+            faceRegion.set(y, x, new cv.Vec3(b, g, r));
+          }
+        }
+      }
+    });
+    cv.imwrite(outputImagePath, img);
+  } catch (error) {
+    console.error('Error during image processing:', error);
+    throw error;
+  }
+}
+
+// Express接口
+app.get('/process-image', async (req, res) => {
+  const { imageUrl } = req.query;
+
+  if (!imageUrl) {
+    return res.status(400).send('Image URL is required');
+  }
+
+  const inputImagePath = path.join(outputDir, 'test.jpg'); // 使用jpg格式保存
+  const outputImagePath = path.join(outputDir, 'image_with_replaced_faces.jpg');
+  const replacementImagePath = './replacement_face.png';
+  const classifiersFolder = './classifiers';
+
+  try {
+    // 下载并转换输入图片
+    await downloadAndConvertImage(imageUrl, inputImagePath);
+    // 检查下载的图片文件是否存在且有效
+    if (!fs.existsSync(inputImagePath) || fs.statSync(inputImagePath).size === 0) {
+      throw new Error('Downloaded image file is not found or is empty.');
+    }
+    // 处理图片
+    await processImage(inputImagePath, outputImagePath, classifiersFolder, replacementImagePath);
+
+    // 返回处理后的图片链接
+    res.sendFile(outputImagePath, { root: '.' });
+  } catch (error) {
+    console.error('Error processing image:', error);
+    res.status(500).send('Error processing image');
+  }
+});
+
+app.listen(port, () => {
+  console.log(`Server is running on http://localhost:${port}`);
+});

package-lock.json

@@ -0,0 +1,2248 @@
+{
+  "name": "my-project",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "my-project",
+      "version": "0.0.0",
+      "dependencies": {
+        "axios": "^1.7.2",
+        "express": "^4.19.2",
+        "fluent-ffmpeg": "^2.1.2",
+        "fs": "^0.0.1-security",
+        "jimp": "^0.3.11",
+        "opencv4nodejs": "^5.6.0",
+        "sharp": "^0.33.4"
+      }
+    },
+    "node_modules/@babel/polyfill": {
+      "version": "7.12.1",
+      "resolved": "https://registry.npmjs.org/@babel/polyfill/-/polyfill-7.12.1.tgz",
+      "integrity": "sha512-X0pi0V6gxLi6lFZpGmeNa4zxtwEmCs42isWLNjZZDE0Y8yVfgu0T2OAHlzBbdYlqbW/YXVvoBHpATEM+goCj8g==",
+      "deprecated": "🚨 This package has been deprecated in favor of separate inclusion of a polyfill and regenerator-runtime (when needed). See the @babel/polyfill docs (https://babeljs.io/docs/en/babel-polyfill) for more information.",
+      "dependencies": {
+        "core-js": "^2.6.5",
+        "regenerator-runtime": "^0.13.4"
+      }
+    },
+    "node_modules/@emnapi/runtime": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmmirror.com/@emnapi/runtime/-/runtime-1.2.0.tgz",
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+      "dependencies": {
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@img/sharp-darwin-arm64": {
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+}

package.json

@@ -0,0 +1,20 @@
+{
+  "name": "my-project",
+  "version": "0.0.0",
+  "type": "module",
+  "dependencies": {
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+    "express": "^4.19.2",
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+    "fs": "^0.0.1-security",
+    "jimp": "^0.3.11",
+    "opencv4nodejs": "^5.6.0",
+    "sharp": "^0.33.4"
+  },
+  "opencv4nodejs": {
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+    "opencvIncludeDir": "C:\\tools\\opencv\\build\\include",
+    "opencvLibDir": "C:\\tools\\opencv\\build\\x64\\vc15\\lib",
+    "opencvBinDir": "C:\\tools\\opencv\\build\\x64\\vc15\\bin"
+  }
+}