Open priyanshuanand166 opened 1 year ago
what browser are you using?
Can anyone help me? Facial recognition is not working. Here is the code:
const video = document.getElementById("video");
Promise.all([ faceapi.nets.ssdMobilenetv1.loadFromUri("/models"), faceapi.nets.faceRecognitionNet.loadFromUri("/models"), faceapi.nets.faceLandmark68Net.loadFromUri("/models"), ]).then(startWebcam);
function startWebcam() {
navigator.mediaDevices
.getUserMedia({
video: true,
audio: false,
})
.then((stream) => {
video.srcObject = stream;
})
.catch((error) => {
console.error(error);
});
}
startWebcam();
function getLabeledFaceDescriptions() {
const labels = ["Anas1", "Anas2", "Anas3"];
return Promise.all(
labels.map(async (label) => {
const descriptions = [];
for (let i = 1; i <= 2; i++) {
const img = await faceapi.fetchImage(./labels/${label}/${i}.jpg
);
const detections = await faceapi
.detectSingleFace(img)
.withFaceLandmarks()
.withFaceDescriptor();
descriptions.push(detections.descriptor);
}
return new faceapi.LabeledFaceDescriptors(label, descriptions);
})
);
}
video.addEventListener("play", async () => { const labeledFaceDescriptors = await getLabeledFaceDescriptions(); const faceMatcher = new faceapi.FaceMatcher(labeledFaceDescriptors);
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) .withFaceLandmarks() .withFaceDescriptors();
const resizedDetections = faceapi.resizeResults(detections, displaySize);
canvas.getContext("2d").clearRect(0, 0, canvas.width, canvas.height);
const results = resizedDetections.map((d) => {
return faceMatcher.findBestMatch(d.descriptor);
});
results.forEach((result, i) => {
const box = resizedDetections[i].detection.box;
const drawBox = new faceapi.draw.DrawBox(box, {
label: result,
});
drawBox.draw(canvas);
});
}, 100); });
In the video tutorial it is shown that a canvas appears on the pic displaying the name of the person but while implementing that canvas doesnt appear(even after simply copy/paste of code provided in repo,canvas do not appear)