Can I read Simple Transfer Learning with TensorFlow Hub on EtoBox?

Simple Transfer Learning with TensorFlow Hub by David Paper is a book available to read on EtoBox.

What is Simple Transfer Learning with TensorFlow Hub about?

Transfer learning is the process of creating new learning models by fine-tuning previously trained neural networks. Instead of training a network from scratch, we download a pre-trained open source learning model and fine-tune it for our own purpose. A pre-trained model is one that is created by someone else to solve a similar problem. We can use one of these instead of building our own model. A big advantage is that a pre-trained model has been crafted by experts, so we can be confident that it performs at a high level (in most cases). Another advantage is that we don't have to have a lot of data to use a pre-trained model.In transfer learning, a machine exploits the knowledge gained from a previous task to improve generalization about another. For example, in training a classifier to predict whether an image contains food, we can use the knowledge it gained during training to recognize drinks. So transfer learning can save time, provides better neural network performance in most cases, and doesn't require a lot of data.TensorFlow Hub is a repository of trained machine learning models that are easily integrated into deep learning experiments. We demonstrate simple transfer learnin

Author

David Paper

Publisher

Apress : Imprint: Apress

Published

2021

Language

EN

ISBN

9781484273425

Subjects

Computer Science, Mathematics, Management