Sunday 12:45–14:45 in Track 1

Recognize drawings in the browser with Tensorflow.js

Karol Majek, Monika Koprowska

Audience level:
Intermediate

Description

In this workshop, you will learn how to use a deep neural network to recognize drawings in the browser. If you want to create an interactive demo of your work it is a perfect opportunity to start with deep learning in javascript. This workshop also includes training a model in Keras in python and conversion into the tensorflow.js format to create an interactive demo.

Abstract

In this workshop, you will learn how to use a deep neural network to recognize drawings in the browser. If you want to create an interactive demo of your work it is a perfect opportunity to start with deep learning in javascript. We will show you how to create an interactive frontend for your model. You will learn how to use Tensorflow.js to run inference in client’s browser. This workshop also includes training a model in Keras in python and conversion into the tensorflow.js format to create an interactive demo.

What you will learn:

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