书籍Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images (2021)

作者：Valliappa Lakshmanan, Martin Görner, Ryan Gillard

出版时间：2021年7月

出版社：O'Reilly Media

内容简介：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.

格式：PDF