Face Mesh Detection with ml5.js
1,207In this video, I explore the FaceMesh model using ml5.js. I demonstrate how to track all 468 face landmark positions as well as texture map an image onto the triangular mesh with uv coordinates. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/facemesh
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p5.js Web Editor Sketches:
š¹ ļø FaceMesh - Keypoints:https://editor.p5js.org/codingtrain/sketches/KHm9CI2RJ.
š¹ ļø FaceMesh - Parthttps://editor.p5js.org/codingtrain/sketches/HaGkT63qG..
š¹ ļø FaceMesh - Custom List (Lipshttps://editor.p5js.org/codingtrain/sketches/CYL9bQtvc...
š¹ ļø FaceMesh - Centered Fahttps://editor.p5js.org/codingtrain/sketches/DGEuFKf87s...
š¹ ļø FaceMesh - Trianghttps://editor.p5js.org/codingtrain/sketches/EjIrb89WY/s...
š¹ ļø FaceMesh - Texturehttps://editor.p5js.org/codingtrain/sketches/zUKp9n4MWn/s...
š¹ ļø FaceMeshhttps://editor.p5js.org/codingtrain/sketches/zUKp9n4MWin/s...
š¹ ļø FaceMesh - Blow Bhttps://editor.p5js.org/codingtrain/sketches/Mf74RjP92ain/s...
š¹ ļø FaceMesh - Stretch ahttps://editor.p5js.org/codingtrain/sketches/tS6bxPzmErain/s...
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References:
š» https://ml5js.org/l5js.org/
š¹ Mouth Controlled Synhttps://jackbdu.com/blog/mouth-controlled-synthesizer/contro...
š Face and hand tracking in the browser with MediaPipe and Tensorhttps://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html0/03/f...
š Real-time Facial Surface Geometry from Monocular Video on Mobihttps://arxiv.org/pdf/1907.06724907.06724
š Face Mesh Modhttps://drive.google.com/file/d/1VFC_wIpw4O7xBOiTgUldl79d9LA-LsnA/view/1VFC_...
āµ Face Mesh UV Keypoihttps://developers.google.com/static/ml-kit/vision/face-mesh-detection/images/uv_unwrap_full.pngtatic/...
š Destructuring Asshttps://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Operators/Destructuring_assignmentn-US/d...
ā ļø Clouds From Plahttps://en.wikipedia.org/wiki/File:Cloud_From_Plane_Window.jpg/File:Cl...
Videos:
š„ Ā Ā Ā ā¢Ā p5.jsĀ CodingĀ TutorialĀ |Ā InteractiveĀ D...Ā Ā
š Ā Ā Ā ā¢Ā 11.3:Ā TheĀ PixelĀ ArrayĀ -Ā p5.jsĀ TutorialĀ Ā
Related Coding Challenges:
š Ā Ā Ā ā¢Ā CodingĀ ChallengeĀ 181:Ā WeightedĀ Vorono...Ā Ā
š Ā Ā Ā ā¢Ā CodingĀ ChallengeĀ 63.1:Ā TexturingĀ Clot...Ā Ā
Timestamps:
0:00 Introduction
1:15 Technical background for the model
2:30 Related projects and inspiration.
3:01 Adapting handpose example to facemesh.
5:29 Keypoints and parts of the facemesh.
11:28 Face bounding box.
13:36 What is a mesh? Rendering the triangles
21:19 Texturing mapping with UV coordinates
30:48 FaceMesh in 3D
31:10 Goodbye!
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
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š Phttps://processing.org/cessing.org
š Code ohttps://github.com/CodingTrain/Code-of-Conductn/Code-o...
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#machinelearningml #facemesh #ml5js #texture #uvcoordinates #ml5js #javascript