Run, Retrain, Write Reuse existing models, or create your own
4
For anything you may dream up
5
Object Recognition
6
Face Mesh
7
Body Segmentation Distinguish 24 body areas, across multiple bodies, real time.
8
With a little bit of creativity...
9
Invisibility Made in just 1 day of coding
10
Teleportation
11
Combine with other web tech Such as clothing size estimation
12
Teachable Machine Transfer Learning
13
Cloud Auto ML
14
Code
15
TensorFlow.js APIs
16
Model Inference Performance Only Server
17
Hugging Face DistilBERT 2x Perf boost using Node.js
18
3 client side super powers
19
Server side / Node.js benefits That make TensorFlow.js easy to use
20
What will you make?
Description:
Explore the potential of machine learning in JavaScript using TensorFlow.js in this 26-minute conference talk. Gain inspiration from creative prototypes and learn how to implement computer vision in the browser. Discover how to use ML anywhere JavaScript runs, including retraining and writing models. Delve into object recognition, face mesh, and body segmentation techniques. See practical applications like invisibility cloaking and teleportation effects. Learn about combining ML with web technologies for clothing size estimation. Explore transfer learning with Teachable Machine and Cloud AutoML. Understand TensorFlow.js APIs and model inference performance improvements. Get insights on client-side and server-side benefits of using TensorFlow.js. By the end, acquire the knowledge to start your own ML projects using JavaScript.