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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:
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p5.js Web Editor Sketches:
🕹️ BodyPose - single image:
🕹️ BodyPose - Nose:
🕹️ BodyPose - Nose with Lerp:
🕹️ BodyPose - More Parts:
🕹️ BodyPose - Hat:
🕹️ BodyPose - 3D BlazePose:
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References:
💻 ml5.js:
🏫 Introduction to ML for the Arts:
💻 Common objects in Context Dataset:
🏫 Humans of AI:
💻 Next-Generation Pose Detection:
📄 BlazePose Paper:
💃 PoseNet Sketchbook:
🏅 Olympic Form:
Videos:
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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
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#machinelearningml #webcam #posedetection #ml5js #movenet #blazepose #ml5js #javascript
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2024/10/17
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