EPISODE · Jun 1, 2018 · 22 MIN
Webcam Tracking with Tensorflow.js
from Siraj Raval
Pose estimation is a pretty fun machine learning problem to work on and with Tensorflow.js anyone can implement their own pose estimation algorithm that works in the browser with just a few lines of code. In this video i'll go over some of tensorflow.js' interesting features, compare it to other frameworks, then go into the history and algorithmic detail of the pose estimation algorithm. We'll end the video with me programming a pose estimation algorithm in javascript. Code for this video: https://github.com/llSourcell/pose_estimation Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://medium.freecodecamp.org/a-quick-introduction-to-tensorflow-js-a046e2c3f1f2 https://towardsdatascience.com/deep-learning-in-your-browser-a-brisk-guide-ca06c2198846 https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5 https://github.com/tensorflow/tfjs-models/tree/master/posenet https://js.tensorflow.org/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
What this episode covers
Pose estimation is a pretty fun machine learning problem to work on and with Tensorflow.js anyone can implement their own pose estimation algorithm that works in the browser with just a few lines of code. In this video i'll go over some of tensorflow.js' interesting features, compare it to other frameworks, then go into the history and algorithmic detail of the pose estimation algorithm. We'll end the video with me programming a pose estimation algorithm in javascript. Code for this video: https://github.com/llSourcell/pose_estimation Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://medium.freecodecamp.org/a-quick-introduction-to-tensorflow-js-a046e2c3f1f2 https://towardsdatascience.com/deep-learning-in-your-browser-a-brisk-guide-ca06c2198846 https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5 https://github.com/tensorflow/tfjs-models/tree/master/posenet https://js.tensorflow.org/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
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Webcam Tracking with Tensorflow.js
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