PirateBay Download | fundamentals deep learning computer vision bookrar

fundamentals deep learning computer vision bookrar

Type:: E-books
Files:: 6
Size:: 7.6 MB
Uploaded On:: Oct. 23, 2020, 11:07 a.m.
Added By:: tuts756
Seeders:: 1
Leechers:: 0
Info Hash:: BDF5CDBB491C208EC1D0B9B05F78CCDB4419F0C0

This book starts with setting up a Python virtual environment with the deep learning framework TensorFlow and then introduces the fundamental concepts of TensorFlow. Before moving on to Computer Vision, you will learn about neural networks and related aspects such as loss functions, gradient descent optimization, activation functions and how backpropagation works for training multi-layer perceptrons. To understand how the Convolutional Neural Network (CNN) is used for computer vision problems, you need to learn about the basic convolution operation. You will learn how CNN is different from a multi-layer perceptron along with a thorough discussion on the different building blocks of the CNN architecture such as kernel size, stride, padding, and pooling and finally learn how to build a small CNN model. Next, you will learn about different popular CNN architectures such as AlexNet, VGGNet, Inception, and ResNets along with different object detection algorithms such as RCNN, SSD, and YOLO. The book concludes with a chapter on sequential models where you will learn about RNN, GRU, and LSTMs and their architectures and understand their applications in machine translation, image/video captioning and video classification. What will you learn This book will help the readers to understand and apply the latest Deep Learning technologies to different interesting computer vision applications without any prior domain knowledge of image processing. Thus, helping the users to acquire new skills specific to Computer Vision and Deep Learning and build solutions to real-life problems such as Image Classification and Object Detection. Who this book is for This book is for all the Data Science enthusiasts and practitioners who intend to learn and master Computer Vision concepts and their applications using Deep Learning. This book assumes a basic Python understanding with hands-on experience. A basic senior secondary level understanding of Mathematics will help the reader to make the best out of this book. Book Details Language: English Published: 2020 ISBN: B084S8M3NN Format: PDF, EPUB, AZW3

Get This Torrent

Fundamentals of Deep Learning and Computer Vision/[BookRAR.net] - Fundamentals of Deep Learning and Computer Vision.pdf 7.6 MB
Downloaded from BookRAR.net.txt 62 bytes
Downloaded from Demonoid - www.dnoid.to.txt 56 bytes
Torrent Downloaded from Glodls.to.txt 237 bytes
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
Fundamentals of Deep Learning and Computer Vision/BookRAR.net.txt 71 bytes

Details for: Fundamentals of Deep Learning and Computer Vision - (BookRAR)

fundamentals deep learning computer vision bookrar

Similar Posts: