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portada Computer Vision Using Deep Learning: Neural Network Architectures With Python and Keras
Type
Physical Book
Author
Publisher
Year
2021
Language
English
Pages
308
Format
Paperback
Dimensions
23.4 x 15.6 x 1.8 cm
Weight
0.47 kg.
ISBN13
9781484266151
Edition No.
1
Categories

Computer Vision Using Deep Learning: Neural Network Architectures With Python and Keras

Vaibhav Verdhan (Author) · Apress · Paperback

Computer Vision Using Deep Learning: Neural Network Architectures With Python and Keras - Verdhan, Vaibhav

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Synopsis "Computer Vision Using Deep Learning: Neural Network Architectures With Python and Keras "

Organizations spend huge resources in developing software that can perform the way a human does. Image classification, object detection and tracking, pose estimation, facial recognition, and sentiment estimation all play a major role in solving computer vision problems. This book will bring into focus these and other deep learning architectures and techniques to help you create solutions using Keras and the TensorFlow library. You'll also review mutliple neural network architectures, including LeNet, AlexNet, VGG, Inception, R-CNN, Fast R-CNN, Faster R-CNN, Mask R-CNN, YOLO, and SqueezeNet and see how they work alongside Python code via best practices, tips, tricks, shortcuts, and pitfalls. All code snippets will be broken down and discussed thoroughly so you can implement the same principles in your respective environments.Computer Vision Using Deep Learning offers a comprehensive yet succinct guide that stitches DL and CV together to automate operations, reduce human intervention, increase capability, and cut the costs. What You'll LearnExamine deep learning code and concepts to apply guiding principals to your own projectsClassify and evaluate various architectures to better understand your options in various use casesGo behind the scenes of basic deep learning functions to find out how they workWho This Book Is ForProfessional practitioners working in the fields of software engineering and data science. A working knowledge of Python is strongly recommended. Students and innovators working on advanced degrees in areas related to computer vision and Deep Learning.

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