在基于JavaScript的人脸标志点检测中,寻找所有点的坐标通常涉及到使用一些专门的库或API来实现。以下是一些基础概念和相关信息:
以下是一个使用TensorFlow.js和face-api.js库进行人脸标志点检测的简单示例:
// 引入必要的库
import * as faceapi from 'face-api.js';
// 加载模型
Promise.all([
faceapi.nets.tinyFaceDetector.loadFromUri('/models'),
faceapi.nets.faceLandmark68Net.loadFromUri('/models')
]).then(startVideo).catch(error => console.error(error));
async function startVideo() {
const video = document.getElementById('video');
const displaySize = { width: video.width, height: video.height };
faceapi.matchDimensions(video, displaySize);
video.addEventListener('play', () => {
const canvas = faceapi.createCanvasFromMedia(video);
document.body.append(canvas);
const displaySize = { width: video.width, height: video.height };
faceapi.matchDimensions(canvas, displaySize);
setInterval(async () => {
const detections = await faceapi.detectAllFaces(video, new faceapi.TinyFaceDetectorOptions()).withFaceLandmarks();
const resizedDetections = faceapi.resizeResults(detections, displaySize);
canvas.getContext('2d').clearRect(0, 0, canvas.width, canvas.height);
faceapi.draw.drawDetections(canvas, resizedDetections);
faceapi.draw.drawFaceLandmarks(canvas, resizedDetections);
// 获取所有点的坐标
resizedDetections.forEach(detection => {
detection.landmarks.getLandmarks().forEach(landmark => {
console.log(`Point ${landmark._className}: (${landmark.x}, ${landmark.y})`);
});
});
}, 100);
});
}
通过上述方法,你可以有效地在JavaScript中实现人脸标志点检测,并获取所有关键点的坐标。
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