This week we will look at image processing in JavaScript with convolutional neural networks. Now, you may be familiar with coding CNN's using Python, but when you do this in JavaScript, there are a ew minor syntactical changes you'll need to make to your code. The bigger impact lies outside of the odel definition, with the code that you'll need to write to do things for example like getting the mages for training and processing an image for classification. This week we'll take a look at some of hat, by training convolutional neural networks for image classification in the browser, and then riting a browser app that takes these images and passes them to the classifier. We'll start by looking at creating the model using JavaScript. So here's the code for creating a convnet with JavaScript.