Hands-on deep learning for images with TensorFlow : build intelligent computer vision applications using TensorFlow and Keras /

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Chapter 4: A Convolutional Neural Network; Convolutions; Pooling; Building a convolutional neural network; Deep neural network; Summary; Chapter 5: An Image Classification Server; REST API definition; Trained models in Docker containers; Making predictions; Summary; Other Books You May Enjoy; Index.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ballard, Will (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing, [2018]
Temas:
Machine learning.
Computer vision.
Artificial intelligence.
Image processing.
Apprentissage automatique.
Vision par ordinateur.
Intelligence artificielle.
Traitement d'images.
artificial intelligence.
image processing.
COMPUTERS / General.
Artificial intelligence
Computer vision
Image processing
Machine learning
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Descripción
Sumario:Chapter 4: A Convolutional Neural Network; Convolutions; Pooling; Building a convolutional neural network; Deep neural network; Summary; Chapter 5: An Image Classification Server; REST API definition; Trained models in Docker containers; Making predictions; Summary; Other Books You May Enjoy; Index.
In this book, you will come across various real-world projects which will teach you how to leverage Tensforflow's capabilities to perform efficient image processing tasks. By the end of this book, you will have mastered all the concepts of deep learning for Images and their implementations with Tensorflow and Keras.
Descripción Física:1 online resource (1 volume) : illustrations
ISBN:9781789532517
1789532515

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