Asian Wraps by Nina Simonds
Dive into and apply practical machine learning and dataset categorization techniques while learning Tensorflow and deep learning. This book uses convolutional neural networks to do image recognition all in the familiar and easy to work with Swift language.It begins with a basic machine learning overview and then ramps up to neural networks and convolutions and how they work. Using Swift and Tensorflow, you'll perform data augmentation, build and train large networks, and build networks for mobile devices. You'll also cover cloud training and the network you build can categorize greyscale data, such as mnist, to large scale modern approaches that can categorize large datasets, such as imagenet.
Convolutional Neural Networks with Swift for Tensorflow uses a simple approach that adds progressive layers of complexity until you have arrived at the current state of the art for this field.You will:
- Categorize and augment datasets
- Build and train large networks, including via cloud solutions
- Deploy complex systems to mobile devices
Nina Simonds has lived, studied, and traveled throughout Southeast Asia. For the past thirty years she has taught cooking classes across the United States and in mainland China. An Asian correspondent for Gourmet and a frequent contributor to The New York Times Sunday Travel section, she is also the author of numerous award-winning cookbooks, including A Spoonful of Ginger, which won both a James Beard Foundation Award and an IACP Cookbook Award. She lives in Salem, Massachusetts.
| SKU | Unavailable |
| ISBN 13 | 9780688163006 |
| ISBN 10 | 0688163009 |
| Title | Asian Wraps |
| Author | Nina Simonds |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | HarperCollins Publishers Inc |
| Year published | 2000-01-01 |
| Number of pages | 176 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |