Can I read Practical Convolutional Neural Networks : Implement Advanced Deep Learning Models Using Python on EtoBox?

Practical Convolutional Neural Networks : Implement Advanced Deep Learning Models Using Python by Mohit Sewak, Pradeep Pujari, Md. Rezaul Karim is a book available to read on EtoBox.

What is Practical Convolutional Neural Networks : Implement Advanced Deep Learning Models Using Python about?

One stop guide to implementing award-winning, and cutting-edge CNN architectures Key Features Fast-paced guide with use cases and real-world examples to get well versed with CNN techniques Implement CNN models on image classification, transfer learning, Object Detection, Instance Segmentation, GANs and more Implement powerful use-cases like image captioning, reinforcement learning for hard attention, and recurrent attention models Book Description Convolutional Neural Network (CNN) is revolutionizing several application domains such as visual recognition systems, self-driving cars, medical discoveries, innovative eCommerce and more.You will learn to create innovative solutions around image and video analytics to solve complex machine learning and computer vision related problems and implement real-life CNN models. This book starts with an overview of deep neural networkswith the example of image classification and walks you through building your first CNN for human face detector. We will learn to use concepts like transfer learning with CNN, and Auto-Encoders to build very powerful models, even when not much of supervised training data of labeled images is available. Later we build

Author

Mohit Sewak, Pradeep Pujari, Md. Rezaul Karim

Publisher

Packt Publishing - ebooks Account

Published

2018

Language

EN

ISBN

9781788392303

Subjects

Computer Science, Technology, Science

Updated

2026-03-24