To get the most of the book, the reader should have some knowledge of the Python programming language and how to install some required packages. All the rest will be covered by the book with an easy language approach. Installation instructions will be given in the book and in the repository.
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by Leonardo Araujo, Nimesh Patel, Richard Burton, Giounona Tzanidou, Iffat Zafar
Hands-On Convolutional Neural Networks with TensorFlow
- Title Page
- Copyright and Credits
- Packt Upsell
- Contributors
- Preface
- 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
- References
- Other Books You May Enjoy
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