Hands-On Machine Learning with TensorFlow.js

AutoML edge helper

Automated machine learning (AutoML) has been getting hugely popular in recent years due to the ease and speed with which the machine learning technology can be applied to real services.

Cloud ML is a service to provide the functionality to train a machine learning model without much knowledge or experience in the machine learning field. All we need to have is the data and labels to be predicted. The system automatically finds the best model and tunes the hyperparameters. We can use the time saved, to build an adequately good model and apply it in our application.

tfjs-automl is a library to make the application easily integrate with the AutoML Vision Edge API. It allows us to import the model trained in the AutoML Vision ...