Update egg-api.js
Browse files- egg-api.js +36 -20
egg-api.js
CHANGED
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@@ -7,7 +7,8 @@ const axios = require('axios');
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const sharp = require('sharp');
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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 function loadClassifiersFromFolder(folderPath) {
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const classifiers = [];
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@@ -42,7 +43,7 @@ async function downloadAndConvertImage(url) {
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}
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// 图像处理函数
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async function processImage(imageBuffer, classifiersFolder,
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try {
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const classifiers = await loadClassifiersFromFolder(classifiersFolder);
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@@ -64,22 +65,29 @@ async function processImage(imageBuffer, classifiersFolder, replacementImagePath
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allFaces.push(...faces);
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});
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const replacementFace = await Jimp.read(
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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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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
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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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@@ -90,20 +98,28 @@ async function processImage(imageBuffer, classifiersFolder, replacementImagePath
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// Express接口
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app.get('/process-image', async (req, res) => {
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const { imageUrl } = req.query;
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if (!imageUrl) {
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return res.status(400).send('
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}
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const classifiersFolder = './classifiers';
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try {
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//
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const imageBuffer = await downloadAndConvertImage(imageUrl);
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// 处理图片
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const outputBuffer = await processImage(imageBuffer, classifiersFolder,
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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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@@ -116,4 +132,4 @@ app.get('/process-image', async (req, res) => {
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app.listen(port, () => {
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console.log(`Server is running on http://localhost:${port}`);
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});
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const sharp = require('sharp');
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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 function loadClassifiersFromFolder(folderPath) {
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const classifiers = [];
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}
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// 图像处理函数
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async function processImage(imageBuffer, classifiersFolder, replacementImageBuffer) {
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try {
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const classifiers = await loadClassifiersFromFolder(classifiersFolder);
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allFaces.push(...faces);
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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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// 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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app.listen(port, () => {
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console.log(`Server is running on http://localhost:${port}`);
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});
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