| 书目名称 | Convolutional Neural Networks with Swift for Tensorflow |
| 副标题 | Image Recognition an |
| 编辑 | Brett Koonce |
| 视频video | http://file.papertrans.cn/238/237882/237882.mp4 |
| 概述 | Task convolutional neural networks for image recognition.Apply Swift for Tensorflow throughout in order to learn the new framework by example.Hone the skills needed to tackle problems in the fields of |
| 图书封面 |  |
| 描述 | .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. .What You‘ll Learn.Categorize and augment datasets.Build and train large networks, including via cloud solutions.Deploy complex systems to mobile devices.Who This Book Is For.Developers with Swift programming experience who would like to learn convolutional neural networks by example using Swift |
| 出版日期 | Book 2021 |
| 关键词 | convolutional neural networks; tensorflow; swift; machine learning; deep learning; google cloud |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-1-4842-6168-2 |
| isbn_softcover | 978-1-4842-6167-5 |
| isbn_ebook | 978-1-4842-6168-2 |
| copyright | Brett Koonce 2021 |
|Archiver|手机版|小黑屋|
派博传思国际
( 京公网安备110108008328)
GMT+8, 2025-8-25 08:39
发表于 2025-3-21 17:19:35
