From 1f3c0e360c25e562370fa919543c07029823a20e Mon Sep 17 00:00:00 2001 From: Zhou Liu Date: Thu, 24 Aug 2023 20:42:11 +0800 Subject: [PATCH 01/11] Reconstructed_a_new_model_without_eventestimator_based_on_the_current_handpose_model --- examples/Facemesh-keypoints/index.html | 14 ++ examples/Facemesh-keypoints/sketch.js | 49 +++++ examples/Facemesh-single-image/face.png | Bin 0 -> 246837 bytes examples/Facemesh-single-image/index.html | 14 ++ examples/Facemesh-single-image/sketch.js | 46 +++++ src/Facemesh/index.js | 225 ++++++++++++++++++++++ src/index.js | 2 + 7 files changed, 350 insertions(+) create mode 100644 examples/Facemesh-keypoints/index.html create mode 100644 examples/Facemesh-keypoints/sketch.js create mode 100644 examples/Facemesh-single-image/face.png create mode 100644 examples/Facemesh-single-image/index.html create mode 100644 examples/Facemesh-single-image/sketch.js create mode 100644 src/Facemesh/index.js diff --git a/examples/Facemesh-keypoints/index.html b/examples/Facemesh-keypoints/index.html new file mode 100644 index 00000000..842c3f53 --- /dev/null +++ b/examples/Facemesh-keypoints/index.html @@ -0,0 +1,14 @@ + + + + + + + ml5.js Facemesh p5 Webcam Example + + + + + + + diff --git a/examples/Facemesh-keypoints/sketch.js b/examples/Facemesh-keypoints/sketch.js new file mode 100644 index 00000000..26f9521e --- /dev/null +++ b/examples/Facemesh-keypoints/sketch.js @@ -0,0 +1,49 @@ +// Copyright (c) 2023 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +let facemesh; +let video; +let faces = []; +let options = {maxFaces: 1, + refineLandmarks: false, + flipHorizontal: false, +}; + +function preload() { + // Load the facemesh model. + facemesh = ml5.facemesh(options); +} + +function setup() { + createCanvas(640, 480); + // Create the webcam video and hide it + video = createCapture(VIDEO); + video.size(width, height); + video.hide(); + // start detecting faces from the webcam video + facemesh.detectStart(video, gotFaces); +} + +function draw() { + // Draw the webcam video + image(video, 0, 0, width, height); + + // Draw all the tracked face points + for (let i = 0; i < faces.length; i++) { + let face = faces[i]; + for (let j = 0; j < face.keypoints.length; j++) { + let keypoint = face.keypoints[j]; + fill(0, 255, 0); + noStroke(); + circle(keypoint.x, keypoint.y, 5); + } + } +} + +// Callback function for when facemesh outputs data +function gotFaces(results) { + // save the output to the faces variable + faces = results; +} diff --git a/examples/Facemesh-single-image/face.png b/examples/Facemesh-single-image/face.png new file mode 100644 index 0000000000000000000000000000000000000000..328ced34f8145ffa1371be8b2807a0dbc2ce7c41 GIT binary patch literal 246837 zcmV*6Ky$x|P)Px#1ZP1_K>z@;j|==^1poj532;bRa{vGmbN~PnbOGLGA9w%&|D{PpK~#8N?EPg} zoY}VTfu8U8p1t>4z1q9e-RVfj-Q9=_gy8P32?+^K5+DRZ2th({cXxMpcLKz%B`s^M zv(NvIF$sid%aU`R=bjJad8>-5qUx=8j^F%`G3J>6L;2&6q4deekpJvM$bbGGG-rQ= 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z`wW1bIfJLyuNDG?$$3_-{Q2h}asSanq}8Y`ZfB&(a6eTXQ*LBql!Othuv8eU5H8YVQPLxlQc0P$1+sq7d9-nvLjVaEL;nW=!UQ?v@SN|%IY0ym zy-aI>n7xm`0uajZE)0WDU}$LQa1_PYbdp$s#`GE5L;1S^LJ!2owu*d~6+qk=o-~a8 zUj+!g51lyYV+9ZKs_1#pbFEOBxenK2iE_$-M?m3u;Dkm)#ewl5fGAlye+DQFi0BgU zr2&M|kFP2^sIZ#Ke^5FHQUW}vj|B)T0l3&yKw^L+dN+>1vJusBcyVLg+}r{WcDKc| z!+r7eNPoOIG!QQZB)2o$;N*%1*fBW`%ZFCQis99>jo7XKy-oZ?qJh>114{pcm w^-IvHdwT>$g)3k(`R``y4PSwJsJ%P>KMEjO!cD6|PXGV_07*qoM6N<$g7BL_;s5{u literal 0 HcmV?d00001 diff --git a/examples/Facemesh-single-image/index.html b/examples/Facemesh-single-image/index.html new file mode 100644 index 00000000..96bffc7c --- /dev/null +++ b/examples/Facemesh-single-image/index.html @@ -0,0 +1,14 @@ + + + + + + + ml5.js Facemesh p5 Image Example + + + + + + + diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js new file mode 100644 index 00000000..d22dec18 --- /dev/null +++ b/examples/Facemesh-single-image/sketch.js @@ -0,0 +1,46 @@ +// Copyright (c) 2023 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +let facemesh; +let video; +let faces = []; +let options = {maxFaces: 1, + refineLandmarks: false, + flipHorizontal: true, +}; + +function preload() { + //load the image to be detected + img = loadImage("face.png"); + // Load the facemesh model. + facemesh = ml5.facemesh(options); +} + +function setup() { + createCanvas(640, 480); + // Draw the image + image(img, 0, 0); + // Detect faces in an image + facemesh.detect(img, gotFaces); +} + +function draw() { + // Draw all the face keypoints + for (let i = 0; i < faces.length; i++) { + let face = faces[i]; + for (let j = 0; j < face.keypoints.length; j++) { + let keypoint = face.keypoints[j]; + fill(0, 255, 0); + noStroke(); + circle(keypoint.x, keypoint.y, 1.5); + } + } +} + +// Callback function for when facemesh outputs data +function gotFaces(results) { + // save the output to the faces variable + faces = results; +} diff --git a/src/Facemesh/index.js b/src/Facemesh/index.js new file mode 100644 index 00000000..59c4284f --- /dev/null +++ b/src/Facemesh/index.js @@ -0,0 +1,225 @@ +// Copyright (c) 2020-2023 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +/* + * Facemesh: Face landmarks tracking in the browser + * Ported and integrated from all the hard work by: https://github.com/tensorflow/tfjs-models/tree/master/face-landmarks-detection + */ + +import * as tf from "@tensorflow/tfjs"; +import * as faceLandmarksDetection from "@tensorflow-models/face-landmarks-detection"; +import callCallback from "../utils/callcallback"; +import handleArguments from "../utils/handleArguments"; +import { mediaReady } from "../utils/imageUtilities"; + +class Facemesh { + /** + * An options object to configure Facemesh settings + * @typedef {Object} configOptions + * @property {number} maxFacess - The maximum number of faces to detect. Defaults to 2. + * @property {boolean} refineLandmarks - Refine the ladmarks. Defaults to false. + * @property {boolean} flipHorizontal - Flip the result horizontally. Defaults to false. + * @property {string} runtime - The runtime to use. "mediapipe"(default) or "tfjs". + * + * // For using custom or offline models + * @property {string} solutionPath - The file path or URL to the model. + */ + + /** + * Create Facemesh. + * @param {configOptions} options - An object with options. + * @param {function} callback - A callback to be called when the model is ready. + * + * @private + */ + constructor(options, callback) { + // for compatibility with p5's preload() + if (this.p5PreLoadExists()) window._incrementPreload(); + + this.model = null; + this.config = options; + this.runtimeConfig = {}; + this.detectMedia = null; + this.detectCallback = null; + + // flags for detectStart() and detectStop() + this.detecting = false; // true when detection loop is running + this.signalStop = false; // true when detectStop() is called and detecting is true + this.prevCall = ""; // "start" or "stop", used for giving warning messages with detectStart() is called twice in a row + + this.ready = callCallback(this.loadModel(), callback); + } + + /** + * Load the model and set it to this.model + * @return {this} the Facemesh model. + * + * @private + */ + async loadModel() { + const pipeline = faceLandmarksDetection.SupportedModels.MediaPipeFaceMesh; + //filter out model config options + const modelConfig = { + runtime: 'mediapipe', + solutionPath: 'https://cdn.jsdelivr.net/npm/@mediapipe/face_mesh', + maxFaces: this.config?.maxFaces ?? 1, + refineLandmarks: this.config?.refineLandmarks ?? false, + }; + this.runtimeConfig = { + flipHorizontal: this.config?.flipHorizontal ?? false, + }; + + await tf.ready(); + this.model = await faceLandmarksDetection.createDetector(pipeline, modelConfig); + + // for compatibility with p5's preload() + if (this.p5PreLoadExists) window._decrementPreload(); + + return this; + } + + /** + * Asynchronously output a single face prediction result when called + * @param {*} [media] - An HMTL or p5.js image, video, or canvas element to run the prediction on. + * @param {function} [callback] - A callback function to handle the predictions. + * @returns {Promise} an array of predictions. + */ + async detect(...inputs) { + //Parse out the input parameters + const argumentObject = handleArguments(...inputs); + argumentObject.require( + "image", + "An html or p5.js image, video, or canvas element argument is required for detectStart()." + ); + const { image, callback } = argumentObject; + + await mediaReady(image, false); + const predictions = await this.model.estimateFaces( + image, + this.runtimeConfig + ); + let result = predictions; + result = this.addKeypoints(result); + if (typeof callback === "function") callback(result); + return result; + } + + /** + * Repeatedly output face predictions through a callback function + * @param {*} [media] - An HMTL or p5.js image, video, or canvas element to run the prediction on. + * @param {function} [callback] - A callback function to handle the predictions. + * @returns {Promise} an array of predictions. + */ + detectStart(...inputs) { + // Parse out the input parameters + const argumentObject = handleArguments(...inputs); + argumentObject.require( + "image", + "An html or p5.js image, video, or canvas element argument is required for detectStart()." + ); + argumentObject.require( + "callback", + "A callback function argument is required for detectStart()." + ); + this.detectMedia = argumentObject.image; + this.detectCallback = argumentObject.callback; + + this.signalStop = false; + if (!this.detecting) { + this.detecting = true; + this.detectLoop(); + } + if (this.prevCall === "start") { + console.warn( + "detectStart() was called more than once without calling detectStop(). The lastest detectStart() call will be used and the previous calls will be ignored." + ); + } + this.prevCall = "start"; + } + + /** + * Stop the detection loop before next detection loop runs. + */ + detectStop() { + if (this.detecting) this.signalStop = true; + this.prevCall = "stop"; + } + + /** + * Internal function to call estimateFaces in a loop + * Can be started by detectStart() and terminated by detectStop() + * + * @private + */ + async detectLoop() { + await mediaReady(this.detectMedia, false); + while (!this.signalStop) { + const predictions = await this.model.estimateFaces( + this.detectMedia, + this.runtimeConfig + ); + let result = predictions; + result = this.addKeypoints(result); + this.detectCallback(result); + // wait for the frame to update + await tf.nextFrame(); + } + this.detecting = false; + this.signalStop = false; + } + + /** + * Return a new array of results with named keypoints added + * @param {Array} faces - the original detection results + * @return {Array} the detection results with named keypoints added + * + * @private + */ + addKeypoints(faces) { + const result = faces.map((face) => { + for (let i = 0; i < face.keypoints.length; i++) { + let keypoint = face.keypoints[i]; + // let keypoint3D = face.keypoints3D[i]; + face[keypoint.name] = { + x: keypoint.x, + y: keypoint.y, + // x3D: keypoint3D.x, + // y3D: keypoint3D.y, + // z3D: keypoint3D.z, + }; + } + return face; + }); + // console.log(result); + return result; + } + + /** + * Check if p5.js' preload() function is present + * @returns {boolean} true if preload() exists + * + * @private + */ + p5PreLoadExists() { + if (typeof window === "undefined") return false; + if (typeof window.p5 === "undefined") return false; + if (typeof window.p5.prototype === "undefined") return false; + if (typeof window.p5.prototype.registerPreloadMethod === "undefined") + return false; + return true; + } +} + +/** + * Factory function that returns a Facemesh instance + * @returns {Object} A new facemesh instance + */ +const facemesh = (...inputs) => { + const { options = {}, callback } = handleArguments(...inputs); + const instance = new Facemesh(options, callback); + return instance; +}; + +export default facemesh; diff --git a/src/index.js b/src/index.js index 0f6ea323..34134c76 100644 --- a/src/index.js +++ b/src/index.js @@ -1,5 +1,6 @@ import neuralNetwork from "./NeuralNetwork"; import handpose from "./Handpose"; +import facemesh from "./Facemesh"; import poseDetection from "./PoseDetection"; import * as tf from "@tensorflow/tfjs"; import * as tfvis from "@tensorflow/tfjs-vis"; @@ -13,6 +14,7 @@ export default Object.assign( tfvis, neuralNetwork, handpose, + facemesh, poseDetection, setBackend, } From 08409ed4ebb49b6e58fce4448e32ff5e90e0dd09 Mon Sep 17 00:00:00 2001 From: B2xx <113410244+B2xx@users.noreply.github.com> Date: Tue, 29 Aug 2023 21:28:31 -0400 Subject: [PATCH 02/11] Fix the bug that only display one data of facial feature --- examples/Facemesh-keypoints/sketch.js | 1 + examples/Facemesh-single-image/sketch.js | 3 ++- src/Facemesh/index.js | 12 ++++++------ 3 files changed, 9 insertions(+), 7 deletions(-) diff --git a/examples/Facemesh-keypoints/sketch.js b/examples/Facemesh-keypoints/sketch.js index 26f9521e..cf077e0a 100644 --- a/examples/Facemesh-keypoints/sketch.js +++ b/examples/Facemesh-keypoints/sketch.js @@ -46,4 +46,5 @@ function draw() { function gotFaces(results) { // save the output to the faces variable faces = results; + console.log(faces); } diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js index d22dec18..0d35c02b 100644 --- a/examples/Facemesh-single-image/sketch.js +++ b/examples/Facemesh-single-image/sketch.js @@ -43,4 +43,5 @@ function draw() { function gotFaces(results) { // save the output to the faces variable faces = results; -} +// // console.log(faces); +// } diff --git a/src/Facemesh/index.js b/src/Facemesh/index.js index 59c4284f..087cc10e 100644 --- a/src/Facemesh/index.js +++ b/src/Facemesh/index.js @@ -181,14 +181,14 @@ class Facemesh { const result = faces.map((face) => { for (let i = 0; i < face.keypoints.length; i++) { let keypoint = face.keypoints[i]; - // let keypoint3D = face.keypoints3D[i]; - face[keypoint.name] = { + if (!keypoint.name)continue; + if(!face[keypoint.name]) face[keypoint.name] = []; + face[keypoint.name].push({ x: keypoint.x, y: keypoint.y, - // x3D: keypoint3D.x, - // y3D: keypoint3D.y, - // z3D: keypoint3D.z, - }; + z: keypoint.z, + + }); } return face; }); From 3dd0ed42713760b421402689aaea261a019b1c04 Mon Sep 17 00:00:00 2001 From: Zhuolin Li <113410244+B2xx@users.noreply.github.com> Date: Fri, 1 Sep 2023 17:26:25 -0400 Subject: [PATCH 03/11] Update src/Facemesh/index.js Co-authored-by: Ziyuan Lin <93690311+ziyuan-linn@users.noreply.github.com> --- src/Facemesh/index.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/Facemesh/index.js b/src/Facemesh/index.js index 087cc10e..20676a9c 100644 --- a/src/Facemesh/index.js +++ b/src/Facemesh/index.js @@ -91,7 +91,7 @@ class Facemesh { const argumentObject = handleArguments(...inputs); argumentObject.require( "image", - "An html or p5.js image, video, or canvas element argument is required for detectStart()." + "An html or p5.js image, video, or canvas element argument is required for detect()." ); const { image, callback } = argumentObject; From 3f30553b3771494ccf33992d03c7d5f45dae705b Mon Sep 17 00:00:00 2001 From: B2xx <113410244+B2xx@users.noreply.github.com> Date: Fri, 1 Sep 2023 22:09:44 -0400 Subject: [PATCH 04/11] Fix inconsitencies with whitespace and indentation and add Facemesh-parts to create an example of how to single out specific elements of the face and get its keypoints and bounding boxes --- examples/Facemesh-parts/index.html | 14 +++++ examples/Facemesh-parts/sketch.js | 71 ++++++++++++++++++++++++ examples/Facemesh-single-image/sketch.js | 4 +- src/Facemesh/index.js | 3 +- 4 files changed, 88 insertions(+), 4 deletions(-) create mode 100644 examples/Facemesh-parts/index.html create mode 100644 examples/Facemesh-parts/sketch.js diff --git a/examples/Facemesh-parts/index.html b/examples/Facemesh-parts/index.html new file mode 100644 index 00000000..d15d2427 --- /dev/null +++ b/examples/Facemesh-parts/index.html @@ -0,0 +1,14 @@ + + + + + + + ml5.js Handpose p5 Webcam Example + + + + + + + diff --git a/examples/Facemesh-parts/sketch.js b/examples/Facemesh-parts/sketch.js new file mode 100644 index 00000000..07452e4d --- /dev/null +++ b/examples/Facemesh-parts/sketch.js @@ -0,0 +1,71 @@ +// Copyright (c) 2023 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +let facemesh; +let video; +let faces = []; +let options = {maxFaces: 1, + refineLandmarks: false, + flipHorizontal: false, +}; + +function preload() { + // Load the facemesh model. + facemesh = ml5.facemesh(options); +} + +function setup() { + createCanvas(640, 480); + // Create the webcam video and hide it + video = createCapture(VIDEO); + video.size(width, height); + video.hide(); + // start detecting faces from the webcam video + facemesh.detectStart(video, gotFaces); +} + +function draw() { + // Draw the webcam video + image(video, 0, 0, width, height); + + drawPartsKeypoints(); + drawPartsBoundingBox(); +} + +// Draw keypoints for specific face element positions +function drawPartsKeypoints(){ + // If there is at least one face + if (faces.length > 0) { + for (let i = 0; i < faces[0].lips.length; i++) { + let lips = faces[0].lips[i]; + fill(0, 255, 0); + circle(lips.x, lips.y, 5); + } + } +} + +// Draw bounding box for specific face element positions +function drawPartsBoundingBox(){ + // If there is at least one face + if (faces.length > 0) { + let lipsX = []; + let lipsY = []; + for (let i = 0; i < faces[0].lips.length; i++) { + // Find the lips + let lips = faces[0].lips[i]; + lipsX.push(lips.x); + lipsY.push(lips.y) + } + noFill(); + rect(min(lipsX), min(lipsY), max(lipsX) - min(lipsX), max(lipsY) - min(lipsY)); + } +} + +// Callback function for when facemesh outputs data +function gotFaces(results) { + // save the output to the faces variable + faces = results; + console.log(faces); +} diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js index 0d35c02b..66c9abd2 100644 --- a/examples/Facemesh-single-image/sketch.js +++ b/examples/Facemesh-single-image/sketch.js @@ -43,5 +43,5 @@ function draw() { function gotFaces(results) { // save the output to the faces variable faces = results; -// // console.log(faces); -// } + console.log(faces); +} diff --git a/src/Facemesh/index.js b/src/Facemesh/index.js index 20676a9c..81de87ee 100644 --- a/src/Facemesh/index.js +++ b/src/Facemesh/index.js @@ -181,13 +181,12 @@ class Facemesh { const result = faces.map((face) => { for (let i = 0; i < face.keypoints.length; i++) { let keypoint = face.keypoints[i]; - if (!keypoint.name)continue; + if (!keypoint.name) continue; if(!face[keypoint.name]) face[keypoint.name] = []; face[keypoint.name].push({ x: keypoint.x, y: keypoint.y, z: keypoint.z, - }); } return face; From 54d71cce82983839d629db952c0f285a51fde57b Mon Sep 17 00:00:00 2001 From: gohai Date: Tue, 5 Sep 2023 19:46:41 +0800 Subject: [PATCH 05/11] Facemesh: Add dependencies to package.json As pointed out by @ziyuan-linn --- package.json | 2 ++ yarn.lock | 12 ++++++++++++ 2 files changed, 14 insertions(+) diff --git a/package.json b/package.json index 7ebbd56c..b8a23173 100644 --- a/package.json +++ b/package.json @@ -26,8 +26,10 @@ "webpack-dev-server": "^4.15.1" }, "dependencies": { + "@mediapipe/face_mesh": "^0.4.1633559619", "@mediapipe/hands": "^0.4.1675469240", "@mediapipe/pose": "^0.5.1675469404", + "@tensorflow-models/face-landmarks-detection": "^1.0.5", "@tensorflow-models/hand-pose-detection": "^2.0.0", "@tensorflow-models/pose-detection": "^2.1.0", "@tensorflow/tfjs": "^4.2.0", diff --git a/yarn.lock b/yarn.lock index 9802ab06..fe0a027d 100644 --- a/yarn.lock +++ b/yarn.lock @@ -57,6 +57,11 @@ resolved "https://registry.yarnpkg.com/@leichtgewicht/ip-codec/-/ip-codec-2.0.4.tgz#b2ac626d6cb9c8718ab459166d4bb405b8ffa78b" integrity sha512-Hcv+nVC0kZnQ3tD9GVu5xSMR4VVYOteQIr/hwFPVEvPdlXqgGEuRjiheChHgdM+JyqdgNcmzZOX/tnl0JOiI7A== +"@mediapipe/face_mesh@^0.4.1633559619": + version "0.4.1633559619" + resolved "https://registry.yarnpkg.com/@mediapipe/face_mesh/-/face_mesh-0.4.1633559619.tgz#f917e4448e25bc375a905d1d910f1bca450c5e23" + integrity sha512-Vc8cdjxS5+O2gnjWH9KncYpUCVXT0h714KlWAsyqJvJbIgUJBqpppbIx8yWcAzBDxm/5cYSuBI5p5ySIPxzcEg== + "@mediapipe/hands@^0.4.1675469240": version "0.4.1675469240" resolved "https://registry.yarnpkg.com/@mediapipe/hands/-/hands-0.4.1675469240.tgz#f032b2f5deff5a69430693f94be45dd9854e803f" @@ -67,6 +72,13 @@ resolved "https://registry.yarnpkg.com/@mediapipe/pose/-/pose-0.5.1675469404.tgz#8f81e64c6561b2357a021a134b54de0204bafc72" integrity sha512-DFZsNWTsSphRIZppnUCuunzBiHP2FdJXR9ehc7mMi4KG+oPaOH0Em3d6kr7Py+TSyTXC1doH88KcF28k2sBxsQ== +"@tensorflow-models/face-landmarks-detection@^1.0.5": + version "1.0.5" + resolved "https://registry.yarnpkg.com/@tensorflow-models/face-landmarks-detection/-/face-landmarks-detection-1.0.5.tgz#ef2e6f03e329d9457afbe7fdbf76fa8bd1e54fc1" + integrity sha512-54XJPi8g29/MknJ33ZBrLsEzr9kw/dJtrJMMD3xrCrnRlfFQPIKQ5PI2Wml55Fz2p4U2hemzBB0/H+S94JddIQ== + dependencies: + rimraf "^3.0.2" + "@tensorflow-models/hand-pose-detection@^2.0.0": version "2.0.0" resolved "https://registry.yarnpkg.com/@tensorflow-models/hand-pose-detection/-/hand-pose-detection-2.0.0.tgz#967b26d17d26454d0625c2af2264fd7aad8fdc35" From fab60601c4a85c3e1a4ebfff6b00f2d08c458527 Mon Sep 17 00:00:00 2001 From: gohai Date: Tue, 5 Sep 2023 19:50:34 +0800 Subject: [PATCH 06/11] Facemesh: Run prettifier --- examples/Facemesh-keypoints/sketch.js | 5 +---- examples/Facemesh-parts/sketch.js | 18 ++++++++++-------- examples/Facemesh-single-image/sketch.js | 5 +---- src/Facemesh/index.js | 19 +++++++++++-------- 4 files changed, 23 insertions(+), 24 deletions(-) diff --git a/examples/Facemesh-keypoints/sketch.js b/examples/Facemesh-keypoints/sketch.js index cf077e0a..e08c9934 100644 --- a/examples/Facemesh-keypoints/sketch.js +++ b/examples/Facemesh-keypoints/sketch.js @@ -6,10 +6,7 @@ let facemesh; let video; let faces = []; -let options = {maxFaces: 1, - refineLandmarks: false, - flipHorizontal: false, -}; +let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: false }; function preload() { // Load the facemesh model. diff --git a/examples/Facemesh-parts/sketch.js b/examples/Facemesh-parts/sketch.js index 07452e4d..2565002b 100644 --- a/examples/Facemesh-parts/sketch.js +++ b/examples/Facemesh-parts/sketch.js @@ -6,10 +6,7 @@ let facemesh; let video; let faces = []; -let options = {maxFaces: 1, - refineLandmarks: false, - flipHorizontal: false, -}; +let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: false }; function preload() { // Load the facemesh model. @@ -35,7 +32,7 @@ function draw() { } // Draw keypoints for specific face element positions -function drawPartsKeypoints(){ +function drawPartsKeypoints() { // If there is at least one face if (faces.length > 0) { for (let i = 0; i < faces[0].lips.length; i++) { @@ -47,7 +44,7 @@ function drawPartsKeypoints(){ } // Draw bounding box for specific face element positions -function drawPartsBoundingBox(){ +function drawPartsBoundingBox() { // If there is at least one face if (faces.length > 0) { let lipsX = []; @@ -56,10 +53,15 @@ function drawPartsBoundingBox(){ // Find the lips let lips = faces[0].lips[i]; lipsX.push(lips.x); - lipsY.push(lips.y) + lipsY.push(lips.y); } noFill(); - rect(min(lipsX), min(lipsY), max(lipsX) - min(lipsX), max(lipsY) - min(lipsY)); + rect( + min(lipsX), + min(lipsY), + max(lipsX) - min(lipsX), + max(lipsY) - min(lipsY) + ); } } diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js index 66c9abd2..a16db89d 100644 --- a/examples/Facemesh-single-image/sketch.js +++ b/examples/Facemesh-single-image/sketch.js @@ -6,10 +6,7 @@ let facemesh; let video; let faces = []; -let options = {maxFaces: 1, - refineLandmarks: false, - flipHorizontal: true, -}; +let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: true }; function preload() { //load the image to be detected diff --git a/src/Facemesh/index.js b/src/Facemesh/index.js index 81de87ee..f1bf9ee8 100644 --- a/src/Facemesh/index.js +++ b/src/Facemesh/index.js @@ -19,7 +19,7 @@ class Facemesh { * An options object to configure Facemesh settings * @typedef {Object} configOptions * @property {number} maxFacess - The maximum number of faces to detect. Defaults to 2. - * @property {boolean} refineLandmarks - Refine the ladmarks. Defaults to false. + * @property {boolean} refineLandmarks - Refine the ladmarks. Defaults to false. * @property {boolean} flipHorizontal - Flip the result horizontally. Defaults to false. * @property {string} runtime - The runtime to use. "mediapipe"(default) or "tfjs". * @@ -62,17 +62,20 @@ class Facemesh { const pipeline = faceLandmarksDetection.SupportedModels.MediaPipeFaceMesh; //filter out model config options const modelConfig = { - runtime: 'mediapipe', - solutionPath: 'https://cdn.jsdelivr.net/npm/@mediapipe/face_mesh', - maxFaces: this.config?.maxFaces ?? 1, - refineLandmarks: this.config?.refineLandmarks ?? false, - }; + runtime: "mediapipe", + solutionPath: "https://cdn.jsdelivr.net/npm/@mediapipe/face_mesh", + maxFaces: this.config?.maxFaces ?? 1, + refineLandmarks: this.config?.refineLandmarks ?? false, + }; this.runtimeConfig = { flipHorizontal: this.config?.flipHorizontal ?? false, }; await tf.ready(); - this.model = await faceLandmarksDetection.createDetector(pipeline, modelConfig); + this.model = await faceLandmarksDetection.createDetector( + pipeline, + modelConfig + ); // for compatibility with p5's preload() if (this.p5PreLoadExists) window._decrementPreload(); @@ -182,7 +185,7 @@ class Facemesh { for (let i = 0; i < face.keypoints.length; i++) { let keypoint = face.keypoints[i]; if (!keypoint.name) continue; - if(!face[keypoint.name]) face[keypoint.name] = []; + if (!face[keypoint.name]) face[keypoint.name] = []; face[keypoint.name].push({ x: keypoint.x, y: keypoint.y, From ec4734fbe47b866663f85c357f009e8fe36cad50 Mon Sep 17 00:00:00 2001 From: gohai Date: Tue, 5 Sep 2023 19:51:18 +0800 Subject: [PATCH 07/11] Facemesh: Fix example --- examples/Facemesh-parts/index.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/Facemesh-parts/index.html b/examples/Facemesh-parts/index.html index d15d2427..842c3f53 100644 --- a/examples/Facemesh-parts/index.html +++ b/examples/Facemesh-parts/index.html @@ -4,7 +4,7 @@ <meta charset="UTF-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <title>ml5.js Handpose p5 Webcam Example + ml5.js Facemesh p5 Webcam Example From 1833b81134f4262900b36f2a2c30d8a3f04e8e55 Mon Sep 17 00:00:00 2001 From: gohai Date: Tue, 5 Sep 2023 19:58:22 +0800 Subject: [PATCH 08/11] Facemesh: Fix misnamed variable in single-image example --- examples/Facemesh-single-image/sketch.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js index a16db89d..8f2c4c2d 100644 --- a/examples/Facemesh-single-image/sketch.js +++ b/examples/Facemesh-single-image/sketch.js @@ -4,7 +4,7 @@ // https://opensource.org/licenses/MIT let facemesh; -let video; +let img; let faces = []; let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: true }; From d8e99341bdc803f7eec0604c060e96f39b79e4c1 Mon Sep 17 00:00:00 2001 From: gohai Date: Tue, 5 Sep 2023 19:59:06 +0800 Subject: [PATCH 09/11] Facemesh: Nitpicking Normalize comment style a bit, and comment-out the console.log() by default. (It's more instructive and clear, if users/instructors enable this intentionally, rather than the console being printed to from the get-go imho.) --- examples/Facemesh-keypoints/sketch.js | 8 ++++---- examples/Facemesh-parts/sketch.js | 8 ++++---- examples/Facemesh-single-image/sketch.js | 8 ++++---- 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/examples/Facemesh-keypoints/sketch.js b/examples/Facemesh-keypoints/sketch.js index e08c9934..a9363cc0 100644 --- a/examples/Facemesh-keypoints/sketch.js +++ b/examples/Facemesh-keypoints/sketch.js @@ -9,7 +9,7 @@ let faces = []; let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: false }; function preload() { - // Load the facemesh model. + // Load the facemesh model facemesh = ml5.facemesh(options); } @@ -19,7 +19,7 @@ function setup() { video = createCapture(VIDEO); video.size(width, height); video.hide(); - // start detecting faces from the webcam video + // Start detecting faces from the webcam video facemesh.detectStart(video, gotFaces); } @@ -41,7 +41,7 @@ function draw() { // Callback function for when facemesh outputs data function gotFaces(results) { - // save the output to the faces variable + // Save the output to the faces variable faces = results; - console.log(faces); + //console.log(faces); } diff --git a/examples/Facemesh-parts/sketch.js b/examples/Facemesh-parts/sketch.js index 2565002b..8f6ff7d0 100644 --- a/examples/Facemesh-parts/sketch.js +++ b/examples/Facemesh-parts/sketch.js @@ -9,7 +9,7 @@ let faces = []; let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: false }; function preload() { - // Load the facemesh model. + // Load the facemesh model facemesh = ml5.facemesh(options); } @@ -19,7 +19,7 @@ function setup() { video = createCapture(VIDEO); video.size(width, height); video.hide(); - // start detecting faces from the webcam video + // Start detecting faces from the webcam video facemesh.detectStart(video, gotFaces); } @@ -67,7 +67,7 @@ function drawPartsBoundingBox() { // Callback function for when facemesh outputs data function gotFaces(results) { - // save the output to the faces variable + // Save the output to the faces variable faces = results; - console.log(faces); + //console.log(faces); } diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js index 8f2c4c2d..e4cbf617 100644 --- a/examples/Facemesh-single-image/sketch.js +++ b/examples/Facemesh-single-image/sketch.js @@ -9,9 +9,9 @@ let faces = []; let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: true }; function preload() { - //load the image to be detected + // Load the image to be detected img = loadImage("face.png"); - // Load the facemesh model. + // Load the facemesh model facemesh = ml5.facemesh(options); } @@ -38,7 +38,7 @@ function draw() { // Callback function for when facemesh outputs data function gotFaces(results) { - // save the output to the faces variable + // Save the output to the faces variable faces = results; - console.log(faces); + //console.log(faces); } From 982b1cca9d17ea81e22383028867f33c1eee8c9e Mon Sep 17 00:00:00 2001 From: gohai Date: Tue, 5 Sep 2023 20:21:17 +0800 Subject: [PATCH 10/11] Facemesh: More nitpicking --- src/Facemesh/index.js | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/src/Facemesh/index.js b/src/Facemesh/index.js index f1bf9ee8..222a5c81 100644 --- a/src/Facemesh/index.js +++ b/src/Facemesh/index.js @@ -60,7 +60,7 @@ class Facemesh { */ async loadModel() { const pipeline = faceLandmarksDetection.SupportedModels.MediaPipeFaceMesh; - //filter out model config options + // filter out model config options const modelConfig = { runtime: "mediapipe", solutionPath: "https://cdn.jsdelivr.net/npm/@mediapipe/face_mesh", @@ -90,7 +90,7 @@ class Facemesh { * @returns {Promise} an array of predictions. */ async detect(...inputs) { - //Parse out the input parameters + // Parse out the input parameters const argumentObject = handleArguments(...inputs); argumentObject.require( "image", @@ -194,7 +194,6 @@ class Facemesh { } return face; }); - // console.log(result); return result; } From bc84cb73f324a7b21bbfc726b2aac3144f03b3c2 Mon Sep 17 00:00:00 2001 From: gohai Date: Wed, 6 Sep 2023 10:10:02 +0800 Subject: [PATCH 11/11] Facemesh: Don't flip the single-image example horizontally I believe this doesn't need mirroring? (without, the points align better to the former president's face). --- examples/Facemesh-single-image/sketch.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/Facemesh-single-image/sketch.js b/examples/Facemesh-single-image/sketch.js index e4cbf617..60550ca9 100644 --- a/examples/Facemesh-single-image/sketch.js +++ b/examples/Facemesh-single-image/sketch.js @@ -6,7 +6,7 @@ let facemesh; let img; let faces = []; -let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: true }; +let options = { maxFaces: 1, refineLandmarks: false, flipHorizontal: false }; function preload() { // Load the image to be detected