Hands-On Convolutional Neural Networks with TensorFlow
Solve computer vision problems with modeling in TensorFlow and Python
Publisher:Packt Publishing Limited
Paid access
|Sep 2018
Table of Contents
- Setup and introduction to TensorFlow
- Deep Learning and Convolutional Neural Networks
- Image Classification in Tensorflow
- Object Detection and Segmentation
- VGG, Inception Modules, Residuals, and MobileNets
- Autoencoders, Variational Autoencoders, and Generative Adversarial Networks
- Transfer Learning
- Machine Learning Best Practices and Troubleshooting
- Training at Scale
PDF ISBN: 978-1-78913-282-3
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 272
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