June 2022
Intermediate to advanced
384 pages
6h 26m
Japanese
Content preview from 動かして学ぶAI・機械学習の基礎 ―TensorFlowによるコンピュータビジョン、自然言語処理、時系列データの予測とデプロイBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
14章iOSアプリでTensorFlow Lite
「12章 TensorFlow Liteの紹介」では、TensorFlow Liteと、TensorFlowモデルをモバイル機器で使用するための電力効率の良いコンパクトな形式に変換する方法を紹介しました。また「13章 AndroidアプリでTensorFlow Lite」では、TensorFlow Liteモデルを使用するAndroidアプリの作成方法を説明しました。本章では同じことをiOSで行い、いくつかの簡単なアプリを作成し、Swiftプログラミング言語を使用してTensorFlow Liteモデルで推論を行う方法を確認します。
本章の例題を試すには、Macが必要です。使用する開発ツールXcodeは、Macでしか使用できないからです。まだXcodeを持っていない場合は、App Storeからインストールできます。iPhoneやiPadなどの物理的なデバイスは必要ありません。アプリケーションを実行するためのiOS Simulatorなど、Xcodeには必要なものがすべて揃っています。
14.1 Xcodeによる初めてのTensorFlow Liteアプリ
Xcodeを入手できたら、ここで説明する手順に従って、「12章 TensorFlow Liteの紹介」で作成したY＝2X－1モデルを組み込んだ簡単なiOSアプリを作成できます。これは機械学習アプリとしてはありえないほど単純です。しかしこの骨組みは、もっと複雑なアプリで使用されるものと同じであり、アプリでモデルを使用する方法を説明するのに非常に有効な方法です。
ステップ1：簡単なiOSアプリの作成
Xcodeを開き、File → New Projectを選択します。新規プロジェクトのテンプレートとして最も単純なテンプレートであるSingle ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.