Convolutional Neural Networks in Visual Computing
A Concise Guide
Nonfiction, Computers, Advanced Computing, Theory, Programming, Systems Analysis, Science & Nature, Technology, Engineering
| Author: | Baoxin Li, Ragav Venkatesan | ISBN: | 9781351650328 |
| Publisher: | CRC Press | Publication: | October 23, 2017 |
| Imprint: | CRC Press | Language: | English |
| Author: | Baoxin Li, Ragav Venkatesan |
| ISBN: | 9781351650328 |
| Publisher: | CRC Press |
| Publication: | October 23, 2017 |
| Imprint: | CRC Press |
| Language: | English |
This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand and build convolutional neural networks (CNN) from scratch. The book focuses explicitly on convolutional neural networks, filtering out other material that co-occur in many deep learning books on CNN topics.
This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand and build convolutional neural networks (CNN) from scratch. The book focuses explicitly on convolutional neural networks, filtering out other material that co-occur in many deep learning books on CNN topics.
