(DOWNLOAD) "TensorFlowはじめました3 Object Detection ─ 物体検出" by 有山 圭二 # eBook PDF Kindle ePub Free

TensorFlowはじめました3 Object Detection ─ 物体検出

📘 Read Now     📥 Download


eBook details

  • Title: TensorFlowはじめました3 Object Detection ─ 物体検出
  • Author : 有山 圭二
  • Release Date : January 26, 2018
  • Genre: Computers,Books,Computers & Internet,
  • Pages : * pages
  • Size : 15557 KB

Description

【大好評「TensorFlowはじめました」シリーズ最新刊!】


本書は、TensorFlowがオープンソースで公開されるまで「機械学習」に触れたことがなかった筆者が、TensorFlowを通じて機械学習に挑戦して、七転八倒した成果をまとめた「TensorFlowはじめました」シリーズの第三弾です。今回は画像の中から物体(イラストなら「顔」の部分など)を検出する「物体検出」を題材に、畳込みニューラルネットワークモデルの学習と評価・検証を行っています。

【目次】

第1章 TensorFlowの基礎 

1.1 TensorFlowとは

1.2 データフローグラフ 

1.3 テンソル(Tensor) 

1.4 変数とプレースホルダー 

1.5 演算子のオーバーロード

1.6 ブロードキャスティング

第2章 グリッドベースの物体検出 

2.1 物体検出とは

2.2 モデルの定義 

2.3 データセットの作成 

2.4 学習(訓練) 

2.5 検証

第3章 物体認識奮闘記 

3.1 確信度と座標 

3.2 畳み込み層 

3.3 モデルの定義

3.4 データセットの再作成 

3.5 学習・訓練 

3.6 検証

付録 参考資料

あとがき 


Download Free Books "TensorFlowはじめました3 Object Detection ─ 物体検出" PDF ePub Kindle


Comments

Post a Comment

Popular posts from this blog

[Download] "Telecommunications Essentials, Second Edition: The Complete Global Source" by Lillian Goleniewski ~ Book PDF Kindle ePub Free

Image
📘 Read Now     📥 Download eBook details Title: Telecommunications Essentials, Second Edition: The Complete Global Source Author : Lillian Goleniewski Release Date : January 10, 2006 Genre: Network,Books,Computers & Internet, Pages : * pages Size : 19897 KB Description Telecommunications Essentials, Second Edition, provides a comprehensive overview of the rapidly evolving world of telecommunications. Providing an in-depth, one-stop reference for anyone wanting to get up to speed on the $1.2 trillion telecommunications industry, this book not only covers the basic building blocks but also introduces the most current information on new technologies. This edition features new sections on IP telephony, VPNs, NGN architectures, broadband access alternatives, and broadband wireless applications, and it describes the technological and political forces at play in the world of telecommunications around the globe. Topics include Communications fundamentals, from traditio...
Read more

[DOWNLOAD] "Teradata Cookbook" by Abhinav Khandelwal & Rajsekhar Bhamidipati " eBook PDF Kindle ePub Free

Image
📘 Read Now     📥 Download eBook details Title: Teradata Cookbook Author : Abhinav Khandelwal & Rajsekhar Bhamidipati Release Date : January 15, 2018 Genre: Databases,Books,Computers & Internet,Computers, Pages : * pages Size : 9944 KB Description Data management and analytics simplified with Teradata About This Book • Take your understanding of Teradata to the next level and build efficient data warehousing applications for your organization • Covers recipes on data handling, warehousing, advanced querying and the administrative tasks in Teradata. • Contains practical solutions to tackle common (and not-so-common) problems you might encounter in your day to day activities Who This Book Is For This book is for Database administrator's and Teradata users who are looking for a practical, one-stop resource to solve all their problems while handling their Teradata solution. If you are looking to learn the basic as well as the advanced tasks involved in Teradata query...
Read more

[Download] "Telecom 101 - Fifth Edition: 2020" by Eric Coll * Book PDF Kindle ePub Free

Image
📘 Read Now     📥 Download eBook details Title: Telecom 101 - Fifth Edition: 2020 Author : Eric Coll Release Date : January 02, 2020 Genre: Engineering,Books,Professional & Technical,Computers & Internet,Network, Pages : * pages Size : 42486 KB Description Telecommunications · Broadband · Data Communications · Networking · IP · Convergence · Fundamentals · Wireless · Fiber · Data Centers · Cloud · Carriers · Equipment · PSTN · Connections · VoIP · SIP · Ethernet · MPLS Packed with information, authoritative, up to date, covering all major topics - and written in plain English - Telecom 101 is an invaluable textbook and day-to-day reference. Totally up to date for the 2020s, the course materials for Teracom’s famous Course 101 Broadband, Telecom, Datacom and Networking for Non-Engineers, augmented with additional topics and bound in this one volume, bring you consistency, completeness and unbeatable value. Our approach can be summed up with a simple philosophy: St...
Read more