Deep learning on Windows : building deep learning computer vision systems on Microsoft Windows

Deep learning on Windows building deep learning computer vision systems on Microsoft Windows

Build deep learning and computer vision systems using Python, TensorFlow, Keras, OpenCV, and more, right within the familiar environment of Microsoft Windows. The book starts with an introduction to tools for deep learning and computer vision tasks followed by instructions to install, configure, and...

Descripción completa

Detalles Bibliográficos
Otros Autores: Amaratunga, Thimira, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: [Place of publication not identified] : Apress [2021]
Edición:1st ed. 2021.
Materias:
Microsoft software.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631167506719
Tabla de Contenidos:
  • Chapter 1: What is Deep Learning
  • Chapter 2: Where to Start Your Deep Learning
  • Chapter 3: Setting Up Your Tools
  • Chapter 4: Building Your First Deep Learning Model
  • Chapter 5: Understanding What We Built
  • Chapter 6: Visualizing Models
  • Chapter 7: Transfer Learning
  • Chapter 8: Starting, Stopping and Resuming Learning
  • Chapter 9: Deploying Your Model as a Web Application
  • Chapter 10: Having Fun with Computer Vision
  • Chapter 11: Introduction to Generative Adversarial Networks
  • Chapter 12: Basics of Reinforcement Learning
  • Appendix 1: A History Lesson – Milestones of Deep Learning
  • Appendix 2: Optional Setup Steps.

Ejemplares similares