
ml5.js Pose Estimation with PoseNet
In this video I cover pose estimation: finding the keypoints of person's pose and skeleton using the pre-trained machine learning model PoseNet (in JavaScript with p5.js and ml5.js). #machinelearning #ml5js #p5js
💻Code: https://thecodingtrain.com/Courses/ml5-beginners-guide/7.1-posenet.html
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Links discussed in this video:
🔗ml5.js PoseNet: https://learn.ml5js.org/docs/#/reference/posenet"
🔗PoseNet GitHub: https://github.com/tensorflow/tfjs-models/tree/master/posenet"
🔗Pose Estimation TensorFlow Overview: https://www.tensorflow.org/lite/models/pose_estimation/overview"
🔗COCO Dataset Explorer: http://cocodataset.org/#explore"
🔗Real-time Human Pose Estimation in the Browser with TensorFlow.js: https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5"
🔗Humans of AI: "https://humans-of.ai/editorial"
💻ml5 PoseNet Single Image Example: https://editor.p5js.org/ml5/sketches/PoseNet_image_single
🎥Hour of Code with p5.js and PoseNet: https://youtu.be/EA3-k9mnLHs
🎥Teachable Machine: https://youtu.be/kwcillcWOg0?list=PLRqwX-V7Uu6aJwX0rFP-7ccA6ivsPDsK5
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Video editing by Mathieu Blanchette.
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🔗 p5.js: https://p5js.org
🔗 Processing: https://processing.org