Beginning Deep Learning with TensorFlow: Work with Keras, MNIST Data Sets, and Advanced Neural Networks

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

L. Long, X. ZengBeginning Deep Learning with TensorFlowhttps://doi.org/10.1007/978-1-4842-7915-1_10

10. Convolutional Neural Networks

Liangqu Long¹   and Xiangming Zeng²

(1)

Shenzhen, Guangdong, China

(2)

State College, PA, USA

 

At present, artificial intelligence has not reached the level of 5 years old human, but the progress in perception is rapid. In the field of machine speech and visual recognition, there is no suspense to surpass humans in five to ten years.

—Xiangyang Shen

We have introduced the basic theory of neural networks, the use of TensorFlow, and the basic fully connected network model and have a more comprehensive and in-depth understanding of ...