Add TFJSFaceDetectionService
This commit is contained in:
Shailesh Pandit
parent
377400228a
commit
2f767ed83f
1
.gitignore
vendored
1
.gitignore
vendored
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@ -46,3 +46,4 @@ public/sw.js.map
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public/worker-*.js
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public/worker-*.js.map
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thirdparty/blazeface
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@ -17,6 +17,12 @@
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"@ffmpeg/ffmpeg": "^0.10.1",
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"@sentry/nextjs": "^6.7.1",
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"@stripe/stripe-js": "^1.13.2",
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"@tensorflow-models/blazeface": "./thirdparty/blazeface",
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"@tensorflow/tfjs": "^3.11.0",
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"@tensorflow/tfjs-backend-wasm": "^3.11.0",
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"@tensorflow/tfjs-backend-webgl": "^3.11.0",
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"@tensorflow/tfjs-converter": "^3.11.0",
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"@tensorflow/tfjs-core": "^3.11.0",
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"@typescript-eslint/eslint-plugin": "^4.25.0",
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"@typescript-eslint/parser": "^4.25.0",
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"axios": "^0.21.3",
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BIN
public/models/blazeface/back/group1-shard1of1.bin
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BIN
public/models/blazeface/back/group1-shard1of1.bin
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public/models/blazeface/back/model.json
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public/models/blazeface/back/model.json
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File diff suppressed because one or more lines are too long
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@ -1,9 +1,16 @@
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import { MLSyncResult } from 'utils/machineLearning/types';
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import TFJSFaceDetectionService from './tfjsFaceDetectionService';
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class MachineLearningService {
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public constructor() {}
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private faceDetectionService: TFJSFaceDetectionService;
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public async init() {}
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public constructor() {
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this.faceDetectionService = new TFJSFaceDetectionService();
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}
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public async init() {
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await this.faceDetectionService.init();
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}
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public async sync(token: string): Promise<MLSyncResult> {
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if (!token) {
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103
src/services/machineLearning/tfjsFaceDetectionService.ts
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103
src/services/machineLearning/tfjsFaceDetectionService.ts
Normal file
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@ -0,0 +1,103 @@
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import {
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load as blazeFaceLoad,
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BlazeFaceModel,
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} from '@tensorflow-models/blazeface';
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import * as tf from '@tensorflow/tfjs';
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import { AlignedFace } from 'utils/machineLearning/types';
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class TFJSFaceDetectionService {
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private blazeFaceModel: BlazeFaceModel;
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private blazeFaceBackModel: tf.GraphModel;
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private desiredLeftEye = [0.3, 0.4];
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private desiredFaceWidth = 112;
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private desiredFaceHeight = 112;
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private minFacePixels = 50;
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public constructor() {}
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public async init() {
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this.blazeFaceModel = await blazeFaceLoad({
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maxFaces: 10,
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scoreThreshold: 0.5,
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iouThreshold: 0.3,
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modelUrl: '/models/blazeface/back/model.json',
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inputHeight: 256,
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inputWidth: 256,
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});
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console.log(
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'loaded blazeFaceModel: ',
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this.blazeFaceModel,
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await tf.getBackend()
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);
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}
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private getAlignedFace(normFace): AlignedFace {
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const leftEye = normFace.landmarks[0];
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const rightEye = normFace.landmarks[1];
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// const noseTip = normFace.landmarks[2];
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const dy = rightEye[1] - leftEye[1];
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const dx = rightEye[0] - leftEye[0];
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const desiredRightEyeX = 1.0 - this.desiredLeftEye[0];
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// const eyesCenterX = (leftEye[0] + rightEye[0]) / 2;
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// const yaw = Math.abs(noseTip[0] - eyesCenterX)
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const dist = Math.sqrt(dx * dx + dy * dy);
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let desiredDist = desiredRightEyeX - this.desiredLeftEye[0];
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desiredDist *= this.desiredFaceWidth;
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const scale = desiredDist / dist;
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// console.log("scale: ", scale);
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const eyesCenter = [];
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eyesCenter[0] = Math.floor((leftEye[0] + rightEye[0]) / 2);
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eyesCenter[1] = Math.floor((leftEye[1] + rightEye[1]) / 2);
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// console.log("eyesCenter: ", eyesCenter);
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const faceWidth = this.desiredFaceWidth / scale;
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const faceHeight = this.desiredFaceHeight / scale;
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// console.log("faceWidth: ", faceWidth, "faceHeight: ", faceHeight)
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const tx = eyesCenter[0] - faceWidth * 0.5;
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const ty = eyesCenter[1] - faceHeight * this.desiredLeftEye[1];
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// console.log("tx: ", tx, "ty: ", ty);
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return {
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...normFace,
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alignedBox: [tx, ty, tx + faceWidth, ty + faceHeight],
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};
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}
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public async detectFaces(image: tf.Tensor3D) {
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const resizedImage = tf.image.resizeBilinear(image, [256, 256]);
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const reshapedImage = resizedImage.reshape([
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1,
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resizedImage.shape[0],
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resizedImage.shape[1],
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3,
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]);
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const normalizedImage = tf.sub(tf.div(reshapedImage, 127.5), 1.0);
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const results = await this.blazeFaceBackModel.predict(normalizedImage);
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// console.log('onFacesDetected: ', results);
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return results;
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}
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public async estimateFaces(image: tf.Tensor3D) {
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const normalizedFaces = await this.blazeFaceModel.estimateFaces(
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image as any
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);
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const alignedFaces = normalizedFaces.map((normFace) =>
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this.getAlignedFace(normFace)
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);
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const filtertedFaces = alignedFaces.filter((face) => {
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return (
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face.alignedBox[2] - face.alignedBox[0] > this.minFacePixels &&
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face.alignedBox[3] - face.alignedBox[1] > this.minFacePixels
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);
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});
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return filtertedFaces;
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}
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}
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export default TFJSFaceDetectionService;
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@ -1,3 +1,9 @@
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import { NormalizedFace } from '@tensorflow-models/blazeface';
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export interface MLSyncResult {
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allFaces: number[][];
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}
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export interface AlignedFace extends NormalizedFace {
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alignedBox: [number, number, number, number];
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}
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241
yarn.lock
241
yarn.lock
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@ -1380,6 +1380,85 @@
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ejs "^2.6.1"
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magic-string "^0.25.0"
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"@tensorflow-models/blazeface@./thirdparty/blazeface":
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version "0.0.7-ente"
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"@tensorflow/tfjs-backend-cpu@3.11.0":
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version "3.11.0"
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resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-3.11.0.tgz#01d5d68b91faf12bee4854adae56bc956b794f1a"
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dependencies:
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"@types/seedrandom" "2.4.27"
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seedrandom "2.4.3"
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version "3.11.0"
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"@types/seedrandom" "2.4.27"
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long "4.0.0"
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node-fetch "~2.6.1"
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seedrandom "2.4.3"
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node-fetch "~2.6.1"
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argparse "^1.0.10"
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chalk "^4.1.0"
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core-js "3"
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regenerator-runtime "^0.13.5"
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yargs "^16.0.3"
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form-data "^3.0.0"
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|
|
@ -1820,7 +1937,7 @@ are-we-there-yet@~1.1.2:
|
|||
delegates "^1.0.0"
|
||||
readable-stream "^2.0.6"
|
||||
|
||||
argparse@^1.0.7:
|
||||
argparse@^1.0.10, argparse@^1.0.7:
|
||||
version "1.0.10"
|
||||
resolved "https://registry.npmjs.org/argparse/-/argparse-1.0.10.tgz"
|
||||
integrity sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==
|
||||
|
|
@ -1949,6 +2066,11 @@ async-limiter@~1.0.0:
|
|||
resolved "https://registry.npmjs.org/async-limiter/-/async-limiter-1.0.1.tgz"
|
||||
integrity sha512-csOlWGAcRFJaI6m+F2WKdnMKr4HhdhFVBk0H/QbJFMCr+uO2kwohwXQPxw/9OCxp05r5ghVBFSyioixx3gfkNQ==
|
||||
|
||||
asynckit@^0.4.0:
|
||||
version "0.4.0"
|
||||
resolved "https://registry.yarnpkg.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
|
||||
integrity sha1-x57Zf380y48robyXkLzDZkdLS3k=
|
||||
|
||||
attr-accept@^2.2.1:
|
||||
version "2.2.2"
|
||||
resolved "https://registry.npmjs.org/attr-accept/-/attr-accept-2.2.2.tgz"
|
||||
|
|
@ -2403,6 +2525,15 @@ cli-truncate@^2.1.0:
|
|||
slice-ansi "^3.0.0"
|
||||
string-width "^4.2.0"
|
||||
|
||||
cliui@^7.0.2:
|
||||
version "7.0.4"
|
||||
resolved "https://registry.yarnpkg.com/cliui/-/cliui-7.0.4.tgz#a0265ee655476fc807aea9df3df8df7783808b4f"
|
||||
integrity sha512-OcRE68cOsVMXp1Yvonl/fzkQOyjLSu/8bhPDfQt0e0/Eb283TKP20Fs2MqoPsr9SwA595rRCA+QMzYc9nBP+JQ==
|
||||
dependencies:
|
||||
string-width "^4.2.0"
|
||||
strip-ansi "^6.0.0"
|
||||
wrap-ansi "^7.0.0"
|
||||
|
||||
code-point-at@^1.0.0:
|
||||
version "1.1.0"
|
||||
resolved "https://registry.npmjs.org/code-point-at/-/code-point-at-1.1.0.tgz"
|
||||
|
|
@ -2437,6 +2568,13 @@ colorette@^1.2.2, colorette@^1.3.0:
|
|||
resolved "https://registry.npmjs.org/colorette/-/colorette-1.4.0.tgz"
|
||||
integrity sha512-Y2oEozpomLn7Q3HFP7dpww7AtMJplbM9lGZP6RDfHqmbeRjiwRg4n6VM6j4KLmRke85uWEI7JqF17f3pqdRA0g==
|
||||
|
||||
combined-stream@^1.0.8:
|
||||
version "1.0.8"
|
||||
resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
|
||||
integrity sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==
|
||||
dependencies:
|
||||
delayed-stream "~1.0.0"
|
||||
|
||||
comlink@^4.3.0:
|
||||
version "4.3.1"
|
||||
resolved "https://registry.npmjs.org/comlink/-/comlink-4.3.1.tgz"
|
||||
|
|
@ -2541,6 +2679,11 @@ core-js-pure@^3.16.0:
|
|||
resolved "https://registry.npmjs.org/core-js-pure/-/core-js-pure-3.17.3.tgz"
|
||||
integrity sha512-YusrqwiOTTn8058JDa0cv9unbXdIiIgcgI9gXso0ey4WgkFLd3lYlV9rp9n7nDCsYxXsMDTjA4m1h3T348mdlQ==
|
||||
|
||||
core-js@3:
|
||||
version "3.19.1"
|
||||
resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.19.1.tgz#f6f173cae23e73a7d88fa23b6e9da329276c6641"
|
||||
integrity sha512-Tnc7E9iKd/b/ff7GFbhwPVzJzPztGrChB8X8GLqoYGdEOG8IpLnK1xPyo3ZoO3HsK6TodJS58VGPOxA+hLHQMg==
|
||||
|
||||
core-js@^2.4.0:
|
||||
version "2.6.12"
|
||||
resolved "https://registry.npmjs.org/core-js/-/core-js-2.6.12.tgz"
|
||||
|
|
@ -2738,6 +2881,11 @@ del@^4.1.1:
|
|||
pify "^4.0.1"
|
||||
rimraf "^2.6.3"
|
||||
|
||||
delayed-stream@~1.0.0:
|
||||
version "1.0.0"
|
||||
resolved "https://registry.yarnpkg.com/delayed-stream/-/delayed-stream-1.0.0.tgz#df3ae199acadfb7d440aaae0b29e2272b24ec619"
|
||||
integrity sha1-3zrhmayt+31ECqrgsp4icrJOxhk=
|
||||
|
||||
delegates@^1.0.0:
|
||||
version "1.0.0"
|
||||
resolved "https://registry.npmjs.org/delegates/-/delegates-1.0.0.tgz"
|
||||
|
|
@ -3428,6 +3576,15 @@ foreach@^2.0.5:
|
|||
resolved "https://registry.npmjs.org/foreach/-/foreach-2.0.5.tgz"
|
||||
integrity sha1-C+4AUBiusmDQo6865ljdATbsG5k=
|
||||
|
||||
form-data@^3.0.0:
|
||||
version "3.0.1"
|
||||
resolved "https://registry.yarnpkg.com/form-data/-/form-data-3.0.1.tgz#ebd53791b78356a99af9a300d4282c4d5eb9755f"
|
||||
integrity sha512-RHkBKtLWUVwd7SqRIvCZMEvAMoGUp0XU+seQiZejj0COz3RI3hWP4sCv3gZWWLjJTd7rGwcsF5eKZGii0r/hbg==
|
||||
dependencies:
|
||||
asynckit "^0.4.0"
|
||||
combined-stream "^1.0.8"
|
||||
mime-types "^2.1.12"
|
||||
|
||||
formik@^2.1.5:
|
||||
version "2.2.9"
|
||||
resolved "https://registry.npmjs.org/formik/-/formik-2.2.9.tgz"
|
||||
|
|
@ -3499,6 +3656,11 @@ gensync@^1.0.0-beta.2:
|
|||
resolved "https://registry.npmjs.org/gensync/-/gensync-1.0.0-beta.2.tgz"
|
||||
integrity sha512-3hN7NaskYvMDLQY55gnW3NQ+mesEAepTqlg+VEbj7zzqEMBVNhzcGYYeqFo/TlYz6eQiFcp1HcsCZO+nGgS8zg==
|
||||
|
||||
get-caller-file@^2.0.5:
|
||||
version "2.0.5"
|
||||
resolved "https://registry.yarnpkg.com/get-caller-file/-/get-caller-file-2.0.5.tgz#4f94412a82db32f36e3b0b9741f8a97feb031f7e"
|
||||
integrity sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==
|
||||
|
||||
get-intrinsic@^1.0.2, get-intrinsic@^1.1.0, get-intrinsic@^1.1.1:
|
||||
version "1.1.1"
|
||||
resolved "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.1.1.tgz"
|
||||
|
|
@ -4422,6 +4584,11 @@ log-update@^4.0.0:
|
|||
slice-ansi "^4.0.0"
|
||||
wrap-ansi "^6.2.0"
|
||||
|
||||
long@4.0.0:
|
||||
version "4.0.0"
|
||||
resolved "https://registry.yarnpkg.com/long/-/long-4.0.0.tgz#9a7b71cfb7d361a194ea555241c92f7468d5bf28"
|
||||
integrity sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA==
|
||||
|
||||
loose-envify@^1.0.0, loose-envify@^1.1.0, loose-envify@^1.4.0:
|
||||
version "1.4.0"
|
||||
resolved "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz"
|
||||
|
|
@ -4515,6 +4682,18 @@ mime-db@1.49.0:
|
|||
resolved "https://registry.npmjs.org/mime-db/-/mime-db-1.49.0.tgz"
|
||||
integrity sha512-CIc8j9URtOVApSFCQIF+VBkX1RwXp/oMMOrqdyXSBXq5RWNEsRfyj1kiRnQgmNXmHxPoFIxOroKA3zcU9P+nAA==
|
||||
|
||||
mime-db@1.50.0:
|
||||
version "1.50.0"
|
||||
resolved "https://registry.yarnpkg.com/mime-db/-/mime-db-1.50.0.tgz#abd4ac94e98d3c0e185016c67ab45d5fde40c11f"
|
||||
integrity sha512-9tMZCDlYHqeERXEHO9f/hKfNXhre5dK2eE/krIvUjZbS2KPcqGDfNShIWS1uW9XOTKQKqK6qbeOci18rbfW77A==
|
||||
|
||||
mime-types@^2.1.12:
|
||||
version "2.1.33"
|
||||
resolved "https://registry.yarnpkg.com/mime-types/-/mime-types-2.1.33.tgz#1fa12a904472fafd068e48d9e8401f74d3f70edb"
|
||||
integrity sha512-plLElXp7pRDd0bNZHw+nMd52vRYjLwQjygaNg7ddJ2uJtTlmnTCjWuPKxVu6//AdaRuME84SvLW91sIkBqGT0g==
|
||||
dependencies:
|
||||
mime-db "1.50.0"
|
||||
|
||||
mime-types@~2.1.24:
|
||||
version "2.1.32"
|
||||
resolved "https://registry.npmjs.org/mime-types/-/mime-types-2.1.32.tgz"
|
||||
|
|
@ -4669,6 +4848,13 @@ node-fetch@^2.6.0, node-fetch@^2.6.1:
|
|||
resolved "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.2.tgz"
|
||||
integrity sha512-aLoxToI6RfZ+0NOjmWAgn9+LEd30YCkJKFSyWacNZdEKTit/ZMcKjGkTRo8uWEsnIb/hfKecNPEbln02PdWbcA==
|
||||
|
||||
node-fetch@~2.6.1:
|
||||
version "2.6.6"
|
||||
resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.6.tgz#1751a7c01834e8e1697758732e9efb6eeadfaf89"
|
||||
integrity sha512-Z8/6vRlTUChSdIgMa51jxQ4lrw/Jy5SOW10ObaA47/RElsAN2c5Pn8bTgFGWn/ibwzXTE8qwr1Yzx28vsecXEA==
|
||||
dependencies:
|
||||
whatwg-url "^5.0.0"
|
||||
|
||||
node-forge@^0.10.0:
|
||||
version "0.10.0"
|
||||
resolved "https://registry.npmjs.org/node-forge/-/node-forge-0.10.0.tgz"
|
||||
|
|
@ -5552,7 +5738,7 @@ regenerator-runtime@^0.11.0:
|
|||
resolved "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.11.1.tgz"
|
||||
integrity sha512-MguG95oij0fC3QV3URf4V2SDYGJhJnJGqvIIgdECeODCT98wSWDAJ94SSuVpYQUoTcGUIL6L4yNB7j1DFFHSBg==
|
||||
|
||||
regenerator-runtime@^0.13.4, regenerator-runtime@^0.13.7:
|
||||
regenerator-runtime@^0.13.4, regenerator-runtime@^0.13.5, regenerator-runtime@^0.13.7:
|
||||
version "0.13.9"
|
||||
resolved "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.13.9.tgz"
|
||||
integrity sha512-p3VT+cOEgxFsRRA9X4lkI1E+k2/CtnKtU4gcxyaCUreilL/vqI6CdZ3wxVUx3UOUg+gnUOQQcRI7BmSI656MYA==
|
||||
|
|
@ -5601,6 +5787,11 @@ regjsparser@^0.6.4:
|
|||
dependencies:
|
||||
jsesc "~0.5.0"
|
||||
|
||||
require-directory@^2.1.1:
|
||||
version "2.1.1"
|
||||
resolved "https://registry.yarnpkg.com/require-directory/-/require-directory-2.1.1.tgz#8c64ad5fd30dab1c976e2344ffe7f792a6a6df42"
|
||||
integrity sha1-jGStX9MNqxyXbiNE/+f3kqam30I=
|
||||
|
||||
require-from-string@^2.0.2:
|
||||
version "2.0.2"
|
||||
resolved "https://registry.npmjs.org/require-from-string/-/require-from-string-2.0.2.tgz"
|
||||
|
|
@ -5759,6 +5950,11 @@ scrypt-js@^3.0.1:
|
|||
resolved "https://registry.npmjs.org/scrypt-js/-/scrypt-js-3.0.1.tgz"
|
||||
integrity sha512-cdwTTnqPu0Hyvf5in5asVdZocVDTNRmR7XEcJuIzMjJeSHybHl7vpB66AzwTaIg6CLSbtjcxc8fqcySfnTkccA==
|
||||
|
||||
seedrandom@2.4.3:
|
||||
version "2.4.3"
|
||||
resolved "https://registry.yarnpkg.com/seedrandom/-/seedrandom-2.4.3.tgz#2438504dad33917314bff18ac4d794f16d6aaecc"
|
||||
integrity sha1-JDhQTa0zkXMUv/GKxNeU8W1qrsw=
|
||||
|
||||
semver-compare@^1.0.0:
|
||||
version "1.0.0"
|
||||
resolved "https://registry.npmjs.org/semver-compare/-/semver-compare-1.0.0.tgz"
|
||||
|
|
@ -6380,6 +6576,11 @@ tr46@^1.0.1:
|
|||
dependencies:
|
||||
punycode "^2.1.0"
|
||||
|
||||
tr46@~0.0.3:
|
||||
version "0.0.3"
|
||||
resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a"
|
||||
integrity sha1-gYT9NH2snNwYWZLzpmIuFLnZq2o=
|
||||
|
||||
tryer@^1.0.1:
|
||||
version "1.0.1"
|
||||
resolved "https://registry.npmjs.org/tryer/-/tryer-1.0.1.tgz"
|
||||
|
|
@ -6628,6 +6829,11 @@ watchpack@2.1.1:
|
|||
glob-to-regexp "^0.4.1"
|
||||
graceful-fs "^4.1.2"
|
||||
|
||||
webidl-conversions@^3.0.0:
|
||||
version "3.0.1"
|
||||
resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz#24534275e2a7bc6be7bc86611cc16ae0a5654871"
|
||||
integrity sha1-JFNCdeKnvGvnvIZhHMFq4KVlSHE=
|
||||
|
||||
webidl-conversions@^4.0.2:
|
||||
version "4.0.2"
|
||||
resolved "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-4.0.2.tgz"
|
||||
|
|
@ -6660,6 +6866,14 @@ webpack-sources@^1.3.0:
|
|||
source-list-map "^2.0.0"
|
||||
source-map "~0.6.1"
|
||||
|
||||
whatwg-url@^5.0.0:
|
||||
version "5.0.0"
|
||||
resolved "https://registry.yarnpkg.com/whatwg-url/-/whatwg-url-5.0.0.tgz#966454e8765462e37644d3626f6742ce8b70965d"
|
||||
integrity sha1-lmRU6HZUYuN2RNNib2dCzotwll0=
|
||||
dependencies:
|
||||
tr46 "~0.0.3"
|
||||
webidl-conversions "^3.0.0"
|
||||
|
||||
whatwg-url@^7.0.0:
|
||||
version "7.1.0"
|
||||
resolved "https://registry.npmjs.org/whatwg-url/-/whatwg-url-7.1.0.tgz"
|
||||
|
|
@ -6969,6 +7183,11 @@ xtend@^4.0.0, xtend@^4.0.2:
|
|||
resolved "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz"
|
||||
integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==
|
||||
|
||||
y18n@^5.0.5:
|
||||
version "5.0.8"
|
||||
resolved "https://registry.yarnpkg.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55"
|
||||
integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==
|
||||
|
||||
yallist@^4.0.0:
|
||||
version "4.0.0"
|
||||
resolved "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz"
|
||||
|
|
@ -6979,6 +7198,24 @@ yaml@^1.10.0:
|
|||
resolved "https://registry.npmjs.org/yaml/-/yaml-1.10.2.tgz"
|
||||
integrity sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==
|
||||
|
||||
yargs-parser@^20.2.2:
|
||||
version "20.2.9"
|
||||
resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-20.2.9.tgz#2eb7dc3b0289718fc295f362753845c41a0c94ee"
|
||||
integrity sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==
|
||||
|
||||
yargs@^16.0.3:
|
||||
version "16.2.0"
|
||||
resolved "https://registry.yarnpkg.com/yargs/-/yargs-16.2.0.tgz#1c82bf0f6b6a66eafce7ef30e376f49a12477f66"
|
||||
integrity sha512-D1mvvtDG0L5ft/jGWkLpG1+m0eQxOfaBvTNELraWj22wSVUMWxZUvYgJYcKh6jGGIkJFhH4IZPQhR4TKpc8mBw==
|
||||
dependencies:
|
||||
cliui "^7.0.2"
|
||||
escalade "^3.1.1"
|
||||
get-caller-file "^2.0.5"
|
||||
require-directory "^2.1.1"
|
||||
string-width "^4.2.0"
|
||||
y18n "^5.0.5"
|
||||
yargs-parser "^20.2.2"
|
||||
|
||||
yocto-queue@^0.1.0:
|
||||
version "0.1.0"
|
||||
resolved "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz"
|
||||
|
|
|
|||
Loading…
Reference in a new issue