Cargando…
Hands-On Deep Learning for Images with TensorFlow : Build Intelligent Computer Vision Applications Using TensorFlow and Keras.
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.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham :
Packt Publishing Ltd,
2018.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Mi 4500 | ||
|---|---|---|---|
| 001 | EBOOKCENTRAL_on1048788262 | ||
| 003 | OCoLC | ||
| 005 | 20240329122006.0 | ||
| 006 | m o d | ||
| 007 | cr |n|---||||| | ||
| 008 | 180818s2018 enk o 000 0 eng d | ||
| 040 | |a EBLCP |b eng |e pn |c EBLCP |d YDX |d MERUC |d OCLCQ |d LVT |d OCLCF |d UKAHL |d OCLCQ |d UX1 |d K6U |d OCLCO |d NLW |d OCLCO |d OCLCQ |d OCLCO |d OCLCL | ||
| 019 | |a 1048090328 |a 1175641003 | ||
| 020 | |a 9781789532517 | ||
| 020 | |a 1789532515 | ||
| 020 | |a 9781789538670 | ||
| 020 | |a 178953867X |q (Trade Paper) | ||
| 024 | 3 | |a 9781789538670 | |
| 029 | 1 | |a AU@ |b 000066230920 | |
| 035 | |a (OCoLC)1048788262 |z (OCoLC)1048090328 |z (OCoLC)1175641003 | ||
| 037 | |a B11519 |b 01201872 | ||
| 050 | 4 | |a Q335 .B355 2018 | |
| 082 | 0 | 4 | |a 006.3 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Ballard, Will. | |
| 245 | 1 | 0 | |a Hands-On Deep Learning for Images with TensorFlow : |b Build Intelligent Computer Vision Applications Using TensorFlow and Keras. |
| 260 | |a Birmingham : |b Packt Publishing Ltd, |c 2018. | ||
| 300 | |a 1 online resource (92 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Machine Learning Toolkit; Installing Docker; The machine learning Docker file; Sharing data; Machine learning REST service; Summary; Chapter 2: Image Data; MNIST digits; Tensors -- multidimensional arrays; Turning images into tensors; Turning categories into tensors; Summary; Chapter 3: Classical Neural Network; Comparison between classical dense neural networks; Activation and nonlinearity; Softmax; Training and testing data; Dropout and Flatten; Solvers; Hyperparameters; Grid searches. | |
| 520 | |a 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. | ||
| 520 | |a 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. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 6 | |a Intelligence artificielle. | |
| 650 | 7 | |a artificial intelligence. |2 aat | |
| 650 | 7 | |a Artificial intelligence. |2 bicssc | |
| 650 | 7 | |a Neural networks & fuzzy systems. |2 bicssc | |
| 650 | 7 | |a Data capture & analysis. |2 bicssc | |
| 650 | 7 | |a Computers |x Intelligence (AI) & Semantics. |2 bisacsh | |
| 650 | 7 | |a Computers |x Neural Networks. |2 bisacsh | |
| 650 | 7 | |a Computers |x Data Processing. |2 bisacsh | |
| 650 | 7 | |a Artificial intelligence |2 fast | |
| 758 | |i has work: |a Hands-On Deep Learning for Images with TensorFlow (Text) |1 https://id.oclc.org/worldcat/entity/E39PCXq6vTYRwvrR8wKBJjmFBq |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Ballard, Will. |t Hands-On Deep Learning for Images with TensorFlow : Build Intelligent Computer Vision Applications Using TensorFlow and Keras. |d Birmingham : Packt Publishing Ltd, ©2018 |z 9781789538670 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=5485032 |z Texto completo |
| 938 | |a Askews and Holts Library Services |b ASKH |n BDZ0037629798 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL5485032 | ||
| 938 | |a YBP Library Services |b YANK |n 15625733 | ||
| 994 | |a 92 |b IZTAP | ||