├── README.md ├── css └── styles.css ├── index.html ├── js ├── face-api.min.js └── main.js └── models ├── age_gender_model-shard1 ├── age_gender_model-weights_manifest.json ├── face_expression_model-shard1 ├── face_expression_model-weights_manifest.json ├── face_landmark_68_model-shard1 ├── face_landmark_68_model-weights_manifest.json ├── face_landmark_68_tiny_model-shard1 ├── face_landmark_68_tiny_model-weights_manifest.json ├── face_recognition_model-shard1 ├── face_recognition_model-shard2 ├── face_recognition_model-weights_manifest.json ├── tiny_face_detector_model-shard1 └── tiny_face_detector_model-weights_manifest.json /README.md: -------------------------------------------------------------------------------- 1 | # Face-Detection 2 | From YouTube Tutorial 3 | -------------------------------------------------------------------------------- /css/styles.css: -------------------------------------------------------------------------------- 1 | body { 2 | margin: 0; 3 | padding: 0; 4 | box-sizing: border-box; 5 | width: 100vw; 6 | height: 100vh; 7 | display: flex; 8 | justify-content: center; 9 | align-items: center; 10 | } 11 | 12 | canvas { 13 | position: absolute; 14 | } 15 | -------------------------------------------------------------------------------- /index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | AI Face Detection API 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | -------------------------------------------------------------------------------- /js/main.js: -------------------------------------------------------------------------------- 1 | const video = document.getElementById("video"); 2 | let predictedAges = []; 3 | 4 | Promise.all([ 5 | faceapi.nets.tinyFaceDetector.loadFromUri("/models"), 6 | faceapi.nets.faceLandmark68Net.loadFromUri("/models"), 7 | faceapi.nets.faceRecognitionNet.loadFromUri("/models"), 8 | faceapi.nets.faceExpressionNet.loadFromUri("/models"), 9 | faceapi.nets.ageGenderNet.loadFromUri("/models") 10 | ]).then(startVideo); 11 | 12 | function startVideo() { 13 | navigator.getUserMedia( 14 | { video: {} }, 15 | stream => (video.srcObject = stream), 16 | err => console.error(err) 17 | ); 18 | } 19 | 20 | video.addEventListener("playing", () => { 21 | const canvas = faceapi.createCanvasFromMedia(video); 22 | document.body.append(canvas); 23 | 24 | const displaySize = { width: video.width, height: video.height }; 25 | faceapi.matchDimensions(canvas, displaySize); 26 | 27 | setInterval(async () => { 28 | const detections = await faceapi 29 | .detectAllFaces(video, new faceapi.TinyFaceDetectorOptions()) 30 | .withFaceLandmarks() 31 | .withFaceExpressions() 32 | .withAgeAndGender(); 33 | const resizedDetections = faceapi.resizeResults(detections, displaySize); 34 | 35 | canvas.getContext("2d").clearRect(0, 0, canvas.width, canvas.height); 36 | 37 | faceapi.draw.drawDetections(canvas, resizedDetections); 38 | faceapi.draw.drawFaceLandmarks(canvas, resizedDetections); 39 | faceapi.draw.drawFaceExpressions(canvas, resizedDetections); 40 | 41 | const age = resizedDetections[0].age; 42 | const interpolatedAge = interpolateAgePredictions(age); 43 | const bottomRight = { 44 | x: resizedDetections[0].detection.box.bottomRight.x - 50, 45 | y: resizedDetections[0].detection.box.bottomRight.y 46 | }; 47 | 48 | new faceapi.draw.DrawTextField( 49 | [`${faceapi.utils.round(interpolatedAge, 0)} years`], 50 | bottomRight 51 | ).draw(canvas); 52 | }, 100); 53 | }); 54 | 55 | function interpolateAgePredictions(age) { 56 | predictedAges = [age].concat(predictedAges).slice(0, 30); 57 | const avgPredictedAge = 58 | predictedAges.reduce((total, a) => total + a) / predictedAges.length; 59 | return avgPredictedAge; 60 | } 61 | -------------------------------------------------------------------------------- /models/age_gender_model-shard1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codeSTACKr/Face-Detection/1ba0792d770bfe51b8548d914915cc59ad5206da/models/age_gender_model-shard1 -------------------------------------------------------------------------------- /models/age_gender_model-weights_manifest.json: -------------------------------------------------------------------------------- 1 | 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