{"product_id":"9781484261675","title":"Convolutional Neural Networks with Swift for Tensorflow: Image Recognition and Dataset Categorization","description":"\u003ch1\u003eConvolutional Neural Networks with Swift for Tensorflow: Image Recognition and Dataset Categorization\u003c\/h1\u003e \u003ch2\u003eKoonce, Brett\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eDive 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. \u003c\/p\u003e\u003cp\u003eIt 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.  \u003c\/p\u003e\n\n\u003cp\u003e\u003ci\u003eConvolutional Neural Networks with Swift for Tensorflow \u003c\/i\u003euses a simple approach that adds progressive layers of complexity until you have arrived at the current state of the art for this field. \u003c\/p\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cul\u003e\n\u003cli\u003eCategorize and augment datasets\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eBuild and train large networks, including via cloud solutions\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDeploy complex systems to mobile devices\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003eDevelopers with Swift programming experience who would like to learn convolutional neural networks by example using Swift for Tensorflow as a starting point. \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-01-05\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484261675\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-6168-2\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 245\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":45385520677004,"sku":"9781484261675","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484261675.jpg?v=1776047071","url":"https:\/\/lateknightbooks.com\/products\/9781484261675","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}