Deep Learning for Computer Vision: Expert Techniques to Train Advanced Neural Networks Using Tensorflow and Keras [Audiobook] download free by Rajalingappaa Shanmugamani

Deep Learning for Computer Vision: Expert Techniques to Train Advanced Neural Networks Using Tensorflow and Keras Audiobook download free by Rajalingappaa Shanmugamani
  • Listen audiobook: Deep Learning for Computer Vision: Expert Techniques to Train Advanced Neural Networks Using Tensorflow and Keras
  • Author: Rajalingappaa Shanmugamani
  • Release date: 2018/12/31
  • Publisher: PACKT PUBLISHING LIMITED
  • Language: English
  • Genre or Collection: Computing
  • ISBN: 9781788295628
  • Rating: 7.2 of 10
  • Votes: 210
  • Review by: Epifania Hamrick
  • Review rating: 8.67 of 10
  • Review Date: 2018/11/14
  • Duration: 3H53M35S in 256 kbps (62 MB)
  • Date of creation of the audiobook: 2018-09-04
  • You can listen to this audiobook in formats: WAV, MP3, MPEG-4 DST, WMA, FLAC, Shorten, Apple Lossless, MPEG4 (compression RPM, ZIP, TZO, LHA, ALZ, RAR, IMG)
  • Total pages original book: 310
  • Includes a PDF summary of 32 pages
  • Duration of the summary (audio): 23M24S (6.4 MB)
  • Description or summary of the audiobook: Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasksKey Features Train different kinds of deep learning model from scratch to solve specific problems in Computer Vision Combine the power of Python, Keras, and TensorFlow to build deep learning models for object detection, image classification, similarity learning, image captioning, and more Includes tips on optimizing and improving the performance of your models under various constraintsBook DescriptionDeep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision. Computer Vision is the science of understanding and manipulating images, and finds enormous applications in the areas of robotics, automation, and so on. This book will also show you, with practical examples, how to develop Computer Vision applications by leveraging the power of deep learning. In this book, you will learn different techniques related to object classification, object detection, image segmentation, captioning, image generation, face analysis, and more. You will also explore their applications using popular Python libraries such as TensorFlow and Keras. This book will help you master state-of-the-art, deep learning algorithms and their implementation.What you will learnSet up an environment for deep learning with Python, TensorFlow, and KerasDefine and train a model for image and video classificationUse features from a pre-trained Convolutional Neural Network model for image retrievalUnderstand and implement object detection using the real-world Pedestrian Detection scenarioLearn about various problems in image captioning and how to overcome them by training images and text togetherImplement similarity matching and train a model for face recognitionUnderstand the concept of generative models and use them for image generationDeploy your deep learning models and optimize them for high performanceWho this book is forThis book is targeted at data scientists and Computer Vision practitioners who wish to apply the concepts of Deep Learning to overcome any problem related to Computer Vision. A basic knowledge of programming in Python-and some understanding of machine learning concepts-is required to get the best out of this book.
  • Other categories, genre or collection: Pattern Recognition, Computer Vision, Computer Science, Data Capture & Analysis, Artificial Intelligence
  • Download servers: Librevault, Microsoft OneDrive, Dropbox, Hightail, Torrent, FreakShare, Uploaded, Google Drive. Compressed in RPM, ZIP, TZO, LHA, ALZ, RAR, IMG
  • Format: Paperback
  • Approximate value: 54.11 USD
  • Dimensions: 75x92x16.51mm
  • Weight: 535.24g
  • Printed by: Not Available
  • Published in: Birmingham, United Kingdom

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