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"es-to-primitive": "^1.2.1", "function-bind": "^1.1.1", - "has": "^1.0.3", - "has-symbols": "^1.0.1", - "is-callable": "^1.2.2", - "is-regex": "^1.1.1", - "object-inspect": "^1.8.0", - "object-keys": "^1.1.1", - "object.assign": "^4.1.1", - "string.prototype.trimend": "^1.0.1", - "string.prototype.trimstart": "^1.0.1" + "get-intrinsic": "^1.0.2" } } } @@ -11899,9 +12048,9 @@ "dev": true }, "regjsparser": { - "version": "0.6.4", - "resolved": "https://registry.npmjs.org/regjsparser/-/regjsparser-0.6.4.tgz", - "integrity": "sha512-64O87/dPDgfk8/RQqC4gkZoGyyWFIEUTTh80CU6CWuK5vkCGyekIx+oKcEIYtP/RAxSQltCZHCNu/mdd7fqlJw==", + "version": "0.6.7", + "resolved": "https://registry.npmjs.org/regjsparser/-/regjsparser-0.6.7.tgz", + "integrity": "sha512-ib77G0uxsA2ovgiYbCVGx4Pv3PSttAx2vIwidqQzbL2U5S4Q+j00HdSAneSBuyVcMvEnTXMjiGgB+DlXozVhpQ==", "dev": true, "requires": { "jsesc": "~0.5.0" @@ -12334,6 +12483,11 @@ } } }, + "seedrandom": { + "version": "2.4.3", + "resolved": "https://registry.npmjs.org/seedrandom/-/seedrandom-2.4.3.tgz", + "integrity": "sha1-JDhQTa0zkXMUv/GKxNeU8W1qrsw=" + }, "select-hose": { "version": "2.0.0", "resolved": "https://registry.npmjs.org/select-hose/-/select-hose-2.0.0.tgz", @@ -13121,9 +13275,9 @@ } }, "source-map-url": { - "version": "0.4.0", - "resolved": "https://registry.npmjs.org/source-map-url/-/source-map-url-0.4.0.tgz", - "integrity": "sha1-PpNdfd1zYxuXZZlW1VEo6HtQhKM=", + "version": "0.4.1", + "resolved": "https://registry.npmjs.org/source-map-url/-/source-map-url-0.4.1.tgz", + "integrity": "sha512-cPiFOTLUKvJFIg4SKVScy4ilPPW6rFgMgfuZJPNoDuMs3nC1HbMUycBoJw77xFIp6z1UJQJOfx6C9GMH80DiTw==", "dev": true }, "sourcemap-codec": { @@ -13720,6 +13874,11 @@ } } }, + "three": { + "version": "0.125.2", + "resolved": "https://registry.npmjs.org/three/-/three-0.125.2.tgz", + "integrity": "sha512-7rIRO23jVKWcAPFdW/HREU2NZMGWPBZ4XwEMt0Ak0jwLUKVJhcKM55eCBWyGZq/KiQbeo1IeuAoo/9l2dzhTXA==" + }, "through": { "version": "2.3.8", "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz", @@ -14902,9 +15061,9 @@ } }, "mime": { - "version": "2.4.7", - "resolved": "https://registry.npmjs.org/mime/-/mime-2.4.7.tgz", - "integrity": "sha512-dhNd1uA2u397uQk3Nv5LM4lm93WYDUXFn3Fu291FJerns4jyTudqhIWe4W04YLy7Uk1tm1Ore04NpjRvQp/NPA==", + "version": "2.5.0", + "resolved": "https://registry.npmjs.org/mime/-/mime-2.5.0.tgz", + "integrity": "sha512-ft3WayFSFUVBuJj7BMLKAQcSlItKtfjsKDDsii3rqFDAZ7t11zRe8ASw/GlmivGwVUYtwkQrxiGGpL6gFvB0ag==", "dev": true } } diff --git a/package.json b/package.json index 3a12c80..ec758f0 100644 --- a/package.json +++ b/package.json @@ -28,12 +28,14 @@ "@ionic-native/status-bar": "^5.0.0", "@ionic/angular": "^5.0.0", "cordova-res": "^0.15.2", + "face-api.js": "^0.22.2", "faker": "^5.1.0", "firebase": "^8.2.6", "hammerjs": "^2.0.8", "moment": "^2.29.1", "rxjs": "~6.5.5", "sharp": "^0.27.0", + "three": "^0.125.2", "tslib": "^2.0.0", "uninstall": "0.0.0", "zone.js": "~0.10.3" @@ -98,4 +100,4 @@ "android" ] } -} \ No newline at end of file +} diff --git a/src/app/ar-fan-cam/ar-fan-cam.page.html b/src/app/ar-fan-cam/ar-fan-cam.page.html index 2c76488..35185c8 100644 --- a/src/app/ar-fan-cam/ar-fan-cam.page.html +++ b/src/app/ar-fan-cam/ar-fan-cam.page.html @@ -1,3 +1,9 @@ - +
+ + + + + } +
diff --git a/src/app/ar-fan-cam/ar-fan-cam.page.scss b/src/app/ar-fan-cam/ar-fan-cam.page.scss index f86ef93..85dd881 100644 --- a/src/app/ar-fan-cam/ar-fan-cam.page.scss +++ b/src/app/ar-fan-cam/ar-fan-cam.page.scss @@ -1 +1,42 @@ -@import '../colors'; \ No newline at end of file +@import '../colors'; + +.container { + position: relative; +} + +.glass-image { + position: absolute; + top: 0px; + left: 0px; + transform-origin: 15% 50%; +} + +#playback-video, #result-canvas, #three-container { + display: block; + width: 100vw; + height: 75vw; + + max-width: 600px; + max-height: 450px; +} + +#result-canvas, #three-container { + position: absolute; + top: 0; + left: 0; +} + +.left-eye, .right-eye { + position: absolute; + width: 4px; + height: 4px; + border-radius: 50%; +} + +.left-eye { + background-color: blue; +} + +.right-eye { + background-color: red; +} \ No newline at end of file diff --git a/src/app/ar-fan-cam/ar-fan-cam.page.ts b/src/app/ar-fan-cam/ar-fan-cam.page.ts index f25719b..26f66cf 100644 --- a/src/app/ar-fan-cam/ar-fan-cam.page.ts +++ b/src/app/ar-fan-cam/ar-fan-cam.page.ts @@ -1,4 +1,5 @@ -import { Component, OnInit } from '@angular/core'; +import { Component, ElementRef, OnInit, ViewChild } from '@angular/core'; +import { detectSingleFace, loadFaceExpressionModel, loadFaceLandmarkModel, loadFaceLandmarkTinyModel, loadFaceRecognitionModel, loadSsdMobilenetv1Model, loadTinyFaceDetectorModel, TinyFaceDetectorOptions } from 'face-api.js'; @Component({ selector: 'app-ar-fan-cam', @@ -6,10 +7,106 @@ import { Component, OnInit } from '@angular/core'; styleUrls: ['./ar-fan-cam.page.scss'], }) export class ArFanCamPage implements OnInit { + @ViewChild('videoElement', null) videoElement: ElementRef; + mediaStream: MediaStream|null = null; + + glassProperties: { + [property: string]: any, + } = { + transform: 'scale(0)', + }; + + areNeuralNetsLoaded = false; + isDetecting = false; + + leftEyeX = 0; + leftEyeY = 0; + + rightEyeX = 0; + rightEyeY = 0; + + width = 360; + height = 270; constructor() { } + loadNeuralNetModels = async () => { + await loadTinyFaceDetectorModel('/assets/weights'); + await loadSsdMobilenetv1Model('/assets/weights'); + + await loadFaceLandmarkTinyModel('/assets/weights'); + await loadFaceLandmarkModel('/assets/weights'); + + await loadFaceRecognitionModel('/assets/weights'); + await loadFaceExpressionModel('/assets/weights'); + + this.areNeuralNetsLoaded = true; + } + + getCameraStream = async () => { + const stream = await window.navigator.mediaDevices.getUserMedia({ + video: { + facingMode: 'user', + width: this.width, + }, + }); + + this.mediaStream = stream; + this.videoElement.nativeElement.srcObject = stream; + }; + + stopCameraStream = async () => { + if (this.mediaStream) { + this.mediaStream.getVideoTracks().forEach(track => track.stop()); + this.mediaStream = null; + } + } + + detectAndDrawFace = async () => { + const tinyFaceDetectorOptions = new TinyFaceDetectorOptions(); + + let detectionWithLandmarks = await detectSingleFace(this.videoElement.nativeElement, tinyFaceDetectorOptions).withFaceLandmarks(true); + + if (detectionWithLandmarks) { + const leftEye = detectionWithLandmarks.landmarks.getLeftEye(); + const rightEye = detectionWithLandmarks.landmarks.getRightEye(); + + this.leftEyeX = leftEye[0].x; + this.leftEyeY = leftEye[0].y; + + this.rightEyeX = rightEye[0].x; + this.rightEyeY = rightEye[0].y; + + const distanceBetweenEyes = Math.sqrt(Math.pow(this.rightEyeX - this.leftEyeX, 2) + Math.pow(this.rightEyeY - this.leftEyeY, 2)); + const angleOfRotation = (Math.atan2(this.rightEyeY - this.leftEyeY, this.rightEyeX - this.leftEyeX) * 180) / Math.PI; + + const scaleMultiplier = distanceBetweenEyes / 130; + + this.glassProperties = { + transform: `translate(calc(-14.5% + ${this.leftEyeX}px), calc(-45% + ${this.leftEyeY}px)) scale(${scaleMultiplier}) rotate(${angleOfRotation}deg)`, + } + } + + requestAnimationFrame(this.detectAndDrawFace); + } + + toggleDetection = () => { + if (!this.isDetecting) { + this.isDetecting = true; + this.detectAndDrawFace(); + } else { + this.isDetecting = false; + } + } + ngOnInit() { + this.loadNeuralNetModels(); + + const feedWidth = window.innerWidth > 600 ? 600 : window.innerWidth; + const feedHeight = feedWidth * 0.75; + + this.width = feedWidth; + this.height = feedHeight; } } diff --git a/src/assets/ar-accessories/glass.png b/src/assets/ar-accessories/glass.png new file mode 100644 index 0000000..bf9b2ee Binary files /dev/null and b/src/assets/ar-accessories/glass.png differ diff --git a/src/assets/ar-accessories/hat.png b/src/assets/ar-accessories/hat.png new file mode 100644 index 0000000..a0c47f1 Binary files /dev/null and b/src/assets/ar-accessories/hat.png differ diff --git a/src/assets/ar-accessories/turban.jpg b/src/assets/ar-accessories/turban.jpg new file mode 100644 index 0000000..4e0aa8b Binary files /dev/null and b/src/assets/ar-accessories/turban.jpg differ diff --git a/src/assets/weights/age_gender_model-shard1 b/src/assets/weights/age_gender_model-shard1 new file mode 100755 index 0000000..d942d6a Binary files /dev/null and b/src/assets/weights/age_gender_model-shard1 differ diff --git a/src/assets/weights/age_gender_model-weights_manifest.json b/src/assets/weights/age_gender_model-weights_manifest.json new file mode 100755 index 0000000..ebc009a --- /dev/null +++ b/src/assets/weights/age_gender_model-weights_manifest.json @@ -0,0 +1 @@ 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