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Update egg-api.js
Browse files- egg-api.js +79 -79
egg-api.js
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@@ -11,7 +11,7 @@ const app = express();
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const port = 7860;
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// 从文件夹加载所有分类器
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async
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const classifiers = [];
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const files = fs.readdirSync(folderPath);
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for (const file of files) {
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@@ -20,10 +20,10 @@ async function loadClassifiersFromFolder(folderPath) {
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classifiers.push(classifier);
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}
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return classifiers;
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}
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// 下载并转换图像到内存中
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async
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try {
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const response = await axios({
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method: 'get',
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@@ -41,103 +41,103 @@ async function downloadAndConvertImage(url) {
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console.error('Error downloading or converting image:', error);
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throw error;
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}
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}
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// 图像处理函数
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async
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}
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}
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}
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}
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// Express接口
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app.get('/process-image', async (req, res) => {
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}
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}
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}
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// 记录使用次数和内存占用的全局变量
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let usageCount = 0;
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const port = 7860;
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// 从文件夹加载所有分类器
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const loadClassifiersFromFolder = async (folderPath) => {
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const classifiers = [];
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const files = fs.readdirSync(folderPath);
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for (const file of files) {
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classifiers.push(classifier);
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}
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return classifiers;
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};
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// 下载并转换图像到内存中
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const downloadAndConvertImage = async (url) => {
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try {
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const response = await axios({
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method: 'get',
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console.error('Error downloading or converting image:', error);
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throw error;
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}
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};
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// 图像处理函数
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const processImage = async (imageBuffer, classifiersFolder, replacementImageBuffer) => {
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try {
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const classifiers = await loadClassifiersFromFolder(classifiersFolder);
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const jimpImage = await Jimp.read(imageBuffer);
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if (!jimpImage) {
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throw new Error('Failed to read the image with Jimp. The image file might be corrupted or not supported.');
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}
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const img = cv.imdecode(imageBuffer);
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if (img.empty) {
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throw new Error('Failed to read the image with OpenCV. The image file might be corrupted or not supported.');
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}
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const grayImg = img.bgrToGray();
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const allFaces = [];
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classifiers.forEach(classifier => {
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const faces = classifier.detectMultiScale(grayImg).objects;
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allFaces.push(...faces);
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});
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// 如果没有检测到人脸,抛出错误
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if (allFaces.length === 0) {
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throw new Error('No faces detected in the image.');
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}
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const replacementFace = await Jimp.read(replacementImageBuffer);
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allFaces.forEach((faceRect, i) => {
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const resizedReplacementFace = replacementFace.resize(faceRect.width, faceRect.height);
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const faceRegion = img.getRegion(faceRect);
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const replacementBuffer = resizedReplacementFace.bitmap.data;
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const centerX = faceRect.width / 2;
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const centerY = faceRect.height / 2;
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const maxRadius = Math.min(centerX, centerY);
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for (let y = 0; y < faceRect.height; y++) {
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for (let x = 0; x < faceRect.width; x++) {
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const distance = Math.sqrt((x - centerX) ** 2 + (y - centerY) ** 2);
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if (distance <= maxRadius) {
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const idx = (y * faceRect.width + x) << 2;
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const [r, g, b, a] = replacementBuffer.slice(idx, idx + 4);
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if (a > 0) {
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faceRegion.set(y, x, new cv.Vec3(b, g, r));
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}
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}
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}
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}
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});
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const outputBuffer = cv.imencode('.jpg', img);
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return outputBuffer;
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} catch (error) {
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console.error('Error during image processing:', error);
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throw error;
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}
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};
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// Express接口
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app.get('/process-image', async (req, res) => {
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const { imageUrl, replacementImageUrl } = req.query;
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if (!imageUrl || !replacementImageUrl) {
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return res.status(400).send('Both image URL and replacement image URL are required');
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}
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const classifiersFolder = './classifiers';
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let replacementImageBuffer;
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try {
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// 下载并转换输入图片和替换图片到内存中
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const imageBuffer = await downloadAndConvertImage(imageUrl);
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if (replacementImageUrl === 'replace') {
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// 使用默认的本地替换图像路径
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const defaultReplacementImagePath = './replacement_face.png';
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replacementImageBuffer = await Jimp.read(defaultReplacementImagePath);
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} else {
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// 下载并转换替换图片到内存中
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replacementImageBuffer = await downloadAndConvertImage(replacementImageUrl);
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}
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// 处理图片
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const outputBuffer = await processImage(imageBuffer, classifiersFolder, replacementImageBuffer);
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// 返回处理后的图片
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res.set('Content-Type', 'image/jpeg');
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res.send(outputBuffer);
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} catch (error) {
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if (error.message === 'No faces detected in the image.') {
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res.status(404).send('No faces detected in the image.');
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} else {
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console.error('Error processing image:', error);
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res.status(500).send('Error processing image');
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}
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}
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});
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// 记录使用次数和内存占用的全局变量
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let usageCount = 0;
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