How to Import and Load Kaggle Models in TensorFlow.js: A Step-by-Step Guide to Using Google MoveNet SinglePose Lightning

General Discussion
, ,
#1

Struggling to load the Google MoveNet SinglePose Lightning model from Kaggle in TensorFlow.js? You’re not alone. In this comprehensive guide, we’ll walk you through the entire process of importing and utilizing this model, filling in the gaps left by scarce documentation. Save hours of searching and get started with clear, detailed instructions to seamlessly integrate MoveNet into your projects. Whether you’re a beginner or a seasoned developer, this guide will help you efficiently load and use the model in TensorFlow.js for your machine learning tasks.

Kaggle model URL: Google | movenet | Kaggle

#3

This is python not JS. Maybe update link to open JS docs?

1 Like
#4

PS I also cover MoveNet raw model in my course here:

For everything else to use the wrapped model with some extra abilities check the docs here:

Demo here:

https://storage.googleapis.com/tfjs-models/demos/pose-detection/index.html?model=movenet

#6

I selected TensorFlow.js, but it still looks like Python.

#7

I’m not sure how to get those tfhub.dev import links for any models or download them locally. There is a ‘Download as tar.gz’ option. Can I just download that and import it as a normal model?