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Автор: Valliappa Lakshmanan, Martin Gorner, and Ryan Gillard
Издательство: O’Reilly Media
Год: 2021
Формат: True PDF, ePUB
Страниц: 482
Размер: 56,1 Mb, 52,7 Mb
Язык: English
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.