Practical Machine Learning for Computer Vision

End-to-End Machine Learning for Images



Bookstore > Books > Practical Machine Learning for Computer Vision

Price$59.54 - $71.88
Rating
AuthorsValliappa Lakshmanan, Martin Görner, Ryan Gillard
PublisherO'Reilly Media
Published2021
Pages482
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101098102363
ISBN-139781098102364
EBook Hardcover Paperback

This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset creation, data preprocessing, model design, model training, evaluation, deployment, and interpretability.

Google engineers Valliappa Lakshmanan, Martin Görner, and Ryan Gillard show you how to develop accurate and explainable computer vision ML models and put them into large-scale production using robust ML architecture in a flexible and maintainable way. You'll learn how to design, train, evaluate, and predict with models written in TensorFlow or Keras.

You'll learn how to: Design ML architecture for computer vision tasks; Select a model (such as ResNet, SqueezeNet, or EfficientNet) appropriate to your task; Create an end-to-end ML pipeline to train, evaluate, deploy, and explain your model; Preprocess images for data augmentation and to support learnability; Incorporate explainability and responsible AI best practices; Deploy image models as web services or on edge devices; Monitor and manage ML models.


  1. (3 books)



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