Published On Oct 16, 2024
Strike a pose! In this video, I explore the BodyPose model in ml5.js with MoveNet and BlazePose, showing how to track body keypoints and visualize 'skeleton' connections using live video. Code: https://thecodingtrain.com/tracks/ml5...
š Watch this video ad-free on Nebula https://nebula.tv/videos/codingtrain-...
p5.js Web Editor Sketches:
š¹ļø BodyPose - single image: https://editor.p5js.org/codingtrain/s...
š¹ļø BodyPose - Nose: https://editor.p5js.org/codingtrain/s...
š¹ļø BodyPose - Nose with Lerp: https://editor.p5js.org/codingtrain/s...
š¹ļø BodyPose - More Parts: https://editor.p5js.org/codingtrain/s...
š¹ļø BodyPose - Hat: https://editor.p5js.org/codingtrain/s...
š¹ļø BodyPose - 3D BlazePose: https://editor.p5js.org/codingtrain/s...
š„ Previous: Ā Ā Ā ā¢Ā ml5:Ā NeuralĀ NetworkĀ RegressionĀ Ā
š„ Next: Ā Ā Ā ā¢Ā ml5.js:Ā PoseĀ ClassificationĀ withĀ Pose...Ā Ā
š„ All: Ā Ā Ā ā¢Ā BeginnersĀ GuideĀ toĀ MachineĀ LearningĀ i...Ā Ā
References:
š» ml5.js: https://ml5js.org/
š« Introduction to ML for the Arts: https://github.com/ml5js/Intro-ML-Art...
š» Common objects in Context Dataset: https://cocodataset.org/#home
š« Humans of AI: https://humans-of.ai
š» Next-Generation Pose Detection: https://blog.tensorflow.org/2021/05/n...
š BlazePose Paper: https://arxiv.org/pdf/2006.10204
š PoseNet Sketchbook: https://googlecreativelab.github.io/p...
š
Olympic Form: https://charstiles.github.io/olympicF...
Videos:
š„ Ā Ā Ā ā¢Ā ProcessingĀ /Ā p5.jsĀ Tutorial:Ā WhatĀ isĀ ...Ā Ā
Timestamps:
0:00 Introduction
0:45 What is the BodyPose model?
3:28 Coco Dataset
4:04 Creative Inspiration
5:49 Start coding
8:58 Working with specific keypoints
15:39 Skeleton connections between the keypoints
17:57 Using dist() function
19:39 BlazePose
20:56 Outro
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
š Website: https://thecodingtrain.com/
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š© Suggest Topics: https://github.com/CodingTrain/Sugges...
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š Membership: http://youtube.com/thecodingtrain/join
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š„ Ā Ā Ā ā¢Ā CodingĀ ChallengesĀ Ā
š„ Ā Ā Ā ā¢Ā StartĀ learningĀ here!Ā Ā
š p5.js: https://p5js.org
š p5.js Web Editor: https://editor.p5js.org/
š Processing: https://processing.org
š Code of Conduct: https://github.com/CodingTrain/Code-o...
This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod...
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