Practical Machine Learning for Computer Vision: End-To-End Machine Learning for Images

by Martin Grner, Ryan Gillard, Valliappa Lakshmanan, et al.

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,...

• Format: Paperback
• Language: English
• ISBN: 1098102363
• ISBN13: 9781098102364
• Release Date: August 2021
• Publisher: O'Reilly Media
• Length: 480 Pages
• Weight: 1.70 lbs.
• Dimensions: 1.1" x 6.9" x 9.1"