Hands-On Convolutional Neural Networks with TensorFlow is an introduction to CNNs through solving real-world problems in deep learning while teaching you their implementation in popular Python library – TensorFlow. (Limited-time offer)
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
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Author(s): Iffat Zafar, Giounona Tzanidou, Richard Burton, Nimesh Patel, Leonardo Araujo
Publisher: Packt Publishing
Published: August 2018
Format(s): Online
File size: –
Number of pages: 272
Download / View Link(s): This offer has ended.
Free as of 06/18/2023.
Publisher: Packt Publishing
Published: August 2018
Format(s): Online
File size: –
Number of pages: 272
Download / View Link(s): This offer has ended.
Free as of 06/18/2023.