Practical Machine Learning for Computer Vision

Practical Machine Learning for Computer Vision
English | 2021 | ISBN: 9781098102364 | 580 Pages | EPUB | 52 MB
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.