Practical Machine Learning for Computer Vision

Kaavio näyttää kunkin havaintopäivän alimman tallennetun tuotehinnan. Havaintojen välistä hintaa ei ole vahvistettu.

Alin havaittu

72,40 €

Korkein havaittu

72,40 €

Viimeisin historian havainto

29.10.2026

Tuotetiedot

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 Goerner, 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

Brändi

oreilly media

EAN / GTIN

9781098102364